你的第一个神经网络

在此项目中,你将构建你的第一个神经网络,并用该网络预测每日自行车租客人数。我们提供了一些代码,但是需要你来实现神经网络(大部分内容)。提交此项目后,欢迎进一步探索该数据和模型。

In [1]:
%matplotlib inline
%config InlineBackend.figure_format = 'retina'

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt

加载和准备数据

构建神经网络的关键一步是正确地准备数据。不同尺度级别的变量使网络难以高效地掌握正确的权重。我们在下方已经提供了加载和准备数据的代码。你很快将进一步学习这些代码!

In [2]:
data_path = 'Bike-Sharing-Dataset/hour.csv'

rides = pd.read_csv(data_path)
In [3]:
rides.head()
Out[3]:
instant dteday season yr mnth hr holiday weekday workingday weathersit temp atemp hum windspeed casual registered cnt
0 1 2011-01-01 1 0 1 0 0 6 0 1 0.24 0.2879 0.81 0.0 3 13 16
1 2 2011-01-01 1 0 1 1 0 6 0 1 0.22 0.2727 0.80 0.0 8 32 40
2 3 2011-01-01 1 0 1 2 0 6 0 1 0.22 0.2727 0.80 0.0 5 27 32
3 4 2011-01-01 1 0 1 3 0 6 0 1 0.24 0.2879 0.75 0.0 3 10 13
4 5 2011-01-01 1 0 1 4 0 6 0 1 0.24 0.2879 0.75 0.0 0 1 1

数据简介

此数据集包含的是从 2011 年 1 月 1 日到 2012 年 12 月 31 日期间每天每小时的骑车人数。骑车用户分成临时用户和注册用户,cnt 列是骑车用户数汇总列。你可以在上方看到前几行数据。

下图展示的是数据集中前 10 天左右的骑车人数(某些天不一定是 24 个条目,所以不是精确的 10 天)。你可以在这里看到每小时租金。这些数据很复杂!周末的骑行人数少些,工作日上下班期间是骑行高峰期。我们还可以从上方的数据中看到温度、湿度和风速信息,所有这些信息都会影响骑行人数。你需要用你的模型展示所有这些数据。

In [4]:
rides[:24*10].plot(x='dteday', y='cnt')
Out[4]:
<matplotlib.axes._subplots.AxesSubplot at 0x1da79e01ac8>

虚拟变量(哑变量)

下面是一些分类变量,例如季节、天气、月份。要在我们的模型中包含这些数据,我们需要创建二进制虚拟变量。用 Pandas 库中的 get_dummies() 就可以轻松实现。

In [5]:
dummy_fields = ['season', 'weathersit', 'mnth', 'hr', 'weekday']
for each in dummy_fields:
    dummies = pd.get_dummies(rides[each], prefix=each, drop_first=False)
    rides = pd.concat([rides, dummies], axis=1)

fields_to_drop = ['instant', 'dteday', 'season', 'weathersit', 
                  'weekday', 'atemp', 'mnth', 'workingday', 'hr']
data = rides.drop(fields_to_drop, axis=1)
data.head()
Out[5]:
yr holiday temp hum windspeed casual registered cnt season_1 season_2 ... hr_21 hr_22 hr_23 weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 weekday_6
0 0 0 0.24 0.81 0.0 3 13 16 1 0 ... 0 0 0 0 0 0 0 0 0 1
1 0 0 0.22 0.80 0.0 8 32 40 1 0 ... 0 0 0 0 0 0 0 0 0 1
2 0 0 0.22 0.80 0.0 5 27 32 1 0 ... 0 0 0 0 0 0 0 0 0 1
3 0 0 0.24 0.75 0.0 3 10 13 1 0 ... 0 0 0 0 0 0 0 0 0 1
4 0 0 0.24 0.75 0.0 0 1 1 1 0 ... 0 0 0 0 0 0 0 0 0 1

5 rows × 59 columns

调整目标变量

为了更轻松地训练网络,我们将对每个连续变量标准化,即转换和调整变量,使它们的均值为 0,标准差为 1。

我们会保存换算因子,以便当我们使用网络进行预测时可以还原数据。

In [6]:
quant_features = ['casual', 'registered', 'cnt', 'temp', 'hum', 'windspeed']
# Store scalings in a dictionary so we can convert back later
scaled_features = {}
for each in quant_features:
    mean, std = data[each].mean(), data[each].std()
    scaled_features[each] = [mean, std]
    data.loc[:, each] = (data[each] - mean)/std

将数据拆分为训练、测试和验证数据集

我们将大约最后 21 天的数据保存为测试数据集,这些数据集会在训练完网络后使用。我们将使用该数据集进行预测,并与实际的骑行人数进行对比。

In [7]:
# Save data for approximately the last 21 days 
test_data = data[-21*24:]

# Now remove the test data from the data set 
data = data[:-21*24]

# Separate the data into features and targets
target_fields = ['cnt', 'casual', 'registered']
features, targets = data.drop(target_fields, axis=1), data[target_fields]
test_features, test_targets = test_data.drop(target_fields, axis=1), test_data[target_fields]

我们将数据拆分为两个数据集,一个用作训练,一个在网络训练完后用来验证网络。因为数据是有时间序列特性的,所以我们用历史数据进行训练,然后尝试预测未来数据(验证数据集)。

In [8]:
# Hold out the last 60 days or so of the remaining data as a validation set
train_features, train_targets = features[:-60*24], targets[:-60*24]
val_features, val_targets = features[-60*24:], targets[-60*24:]

开始构建网络

下面你将构建自己的网络。我们已经构建好结构和反向传递部分。你将实现网络的前向传递部分。还需要设置超参数:学习速率、隐藏单元的数量,以及训练传递数量。

该网络有两个层级,一个隐藏层和一个输出层。隐藏层级将使用 S 型函数作为激活函数。输出层只有一个节点,用于递归,节点的输出和节点的输入相同。即激活函数是 $f(x)=x$。这种函数获得输入信号,并生成输出信号,但是会考虑阈值,称为激活函数。我们完成网络的每个层级,并计算每个神经元的输出。一个层级的所有输出变成下一层级神经元的输入。这一流程叫做前向传播(forward propagation)。

我们在神经网络中使用权重将信号从输入层传播到输出层。我们还使用权重将错误从输出层传播回网络,以便更新权重。这叫做反向传播(backpropagation)。

提示:你需要为反向传播实现计算输出激活函数 ($f(x) = x$) 的导数。如果你不熟悉微积分,其实该函数就等同于等式 $y = x$。该等式的斜率是多少?也就是导数 $f(x)$。

你需要完成以下任务:

  1. 实现 S 型激活函数。将 __init__ 中的 self.activation_function 设为你的 S 型函数。
  2. train 方法中实现前向传递。
  3. train 方法中实现反向传播算法,包括计算输出错误。
  4. run 方法中实现前向传递。
In [9]:
class NeuralNetwork(object):
    def __init__(self, input_nodes, hidden_nodes, output_nodes, learning_rate):
        # Set number of nodes in input, hidden and output layers.
        self.input_nodes = input_nodes
        self.hidden_nodes = hidden_nodes
        self.output_nodes = output_nodes

        # Initialize weights
        self.weights_input_to_hidden = np.random.normal(0.0, self.input_nodes**-0.5, 
                                       (self.input_nodes, self.hidden_nodes))

        self.weights_hidden_to_output = np.random.normal(0.0, self.hidden_nodes**-0.5, 
                                       (self.hidden_nodes, self.output_nodes))
        self.lr = learning_rate
        
        #### TODO: Set self.activation_function to your implemented sigmoid function ####
        #
        # Note: in Python, you can define a function with a lambda expression,
        # as shown below.
        self.activation_function = lambda x : (1 / (1 + np.exp(-x)))# Replace 0 with your sigmoid calculation.
        
        ### If the lambda code above is not something you're familiar with,
        # You can uncomment out the following three lines and put your 
        # implementation there instead.
        #
        #def sigmoid(x):
        #    return 0  # Replace 0 with your sigmoid calculation here
        #self.activation_function = sigmoid
                    
    
    def train(self, features, targets):
        ''' Train the network on batch of features and targets. 
        
            Arguments
            ---------
            
            features: 2D array, each row is one data record, each column is a feature
            targets: 1D array of target values
        
        '''
        n_records = features.shape[0]
        delta_weights_i_h = np.zeros(self.weights_input_to_hidden.shape)
        delta_weights_h_o = np.zeros(self.weights_hidden_to_output.shape)
        for X, y in zip(features, targets):
            #### Implement the forward pass here ####
            ### Forward pass ###
            # TODO: Hidden layer - Replace these values with your calculations.
            hidden_inputs = np.dot(X, self.weights_input_to_hidden) # signals into hidden layer
            hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer

            # TODO: Output layer - Replace these values with your calculations.
            final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
            final_outputs = final_inputs # signals from final output layer
            
            #### Implement the backward pass here ####
            ### Backward pass ###

            # TODO: Output error - Replace this value with your calculations.
            error = y - final_outputs # Output layer error is the difference between desired target and actual output.
            output_error_term = error * 1
            
            # TODO: Calculate the hidden layer's contribution to the error
            hidden_error = np.dot(self.weights_hidden_to_output,output_error_term)
            
            # TODO: Backpropagated error terms - Replace these values with your calculations.

            hidden_error_term = hidden_error * hidden_outputs * (1 - hidden_outputs)

            # Weight step (input to hidden)
            delta_weights_i_h += hidden_error_term * X[:,None]
            
            # Weight step (hidden to output)
            delta_weights_h_o += output_error_term * hidden_outputs[:,None]


        # TODO: Update the weights - Replace these values with your calculations.
        self.weights_hidden_to_output += self.lr * delta_weights_h_o / n_records # update hidden-to-output weights with gradient descent step
        self.weights_input_to_hidden += self.lr * delta_weights_i_h / n_records # update input-to-hidden weights with gradient descent step
        print(self.weights_hidden_to_output)
        print(self.weights_input_to_hidden)
        
    def run(self, features):
        ''' Run a forward pass through the network with input features 
        
            Arguments
            ---------
            features: 1D array of feature values
        '''
        
        #### Implement the forward pass here ####
        # TODO: Hidden layer - replace these values with the appropriate calculations.
        hidden_inputs = np.dot(features, self.weights_input_to_hidden) # signals into hidden layer
        hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
        
        # TODO: Output layer - Replace these values with the appropriate calculations.
        final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
        final_outputs = final_inputs # signals from final output layer 
        
        return final_outputs
In [10]:
def MSE(y, Y):
    return np.mean((y-Y)**2)

单元测试

运行这些单元测试,检查你的网络实现是否正确。这样可以帮助你确保网络已正确实现,然后再开始训练网络。这些测试必须成功才能通过此项目。

In [11]:
import unittest

inputs = np.array([[0.5, -0.2, 0.1]])
targets = np.array([[0.4]])
test_w_i_h = np.array([[0.1, -0.2],
                       [0.4, 0.5],
                       [-0.3, 0.2]])
test_w_h_o = np.array([[0.3],
                       [-0.1]])

class TestMethods(unittest.TestCase):
    
    ##########
    # Unit tests for data loading
    ##########
    
    def test_data_path(self):
        # Test that file path to dataset has been unaltered
        self.assertTrue(data_path.lower() == 'bike-sharing-dataset/hour.csv')
        
    def test_data_loaded(self):
        # Test that data frame loaded
        self.assertTrue(isinstance(rides, pd.DataFrame))
    
    ##########
    # Unit tests for network functionality
    ##########

    def test_activation(self):
        network = NeuralNetwork(3, 2, 1, 0.5)
        # Test that the activation function is a sigmoid
        self.assertTrue(np.all(network.activation_function(0.5) == 1/(1+np.exp(-0.5))))

    def test_train(self):
        # Test that weights are updated correctly on training
        network = NeuralNetwork(3, 2, 1, 0.5)
        network.weights_input_to_hidden = test_w_i_h.copy()
        network.weights_hidden_to_output = test_w_h_o.copy()
        
        network.train(inputs, targets)
        self.assertTrue(np.allclose(network.weights_hidden_to_output, 
                                    np.array([[ 0.37275328], 
                                              [-0.03172939]])))
        self.assertTrue(np.allclose(network.weights_input_to_hidden,
                                    np.array([[ 0.10562014, -0.20185996], 
                                              [0.39775194, 0.50074398], 
                                              [-0.29887597, 0.19962801]])))

    def test_run(self):
        # Test correctness of run method
        network = NeuralNetwork(3, 2, 1, 0.5)
        network.weights_input_to_hidden = test_w_i_h.copy()
        network.weights_hidden_to_output = test_w_h_o.copy()

        self.assertTrue(np.allclose(network.run(inputs), 0.09998924))

suite = unittest.TestLoader().loadTestsFromModule(TestMethods())
unittest.TextTestRunner().run(suite)
.....
[[ 0.37275328]
 [-0.03172939]]
[[ 0.10562014 -0.20185996]
 [ 0.39775194  0.50074398]
 [-0.29887597  0.19962801]]
----------------------------------------------------------------------
Ran 5 tests in 0.015s

OK
Out[11]:
<unittest.runner.TextTestResult run=5 errors=0 failures=0>

训练网络

现在你将设置网络的超参数。策略是设置的超参数使训练集上的错误很小但是数据不会过拟合。如果网络训练时间太长,或者有太多的隐藏节点,可能就会过于针对特定训练集,无法泛化到验证数据集。即当训练集的损失降低时,验证集的损失将开始增大。

你还将采用随机梯度下降 (SGD) 方法训练网络。对于每次训练,都获取随机样本数据,而不是整个数据集。与普通梯度下降相比,训练次数要更多,但是每次时间更短。这样的话,网络训练效率更高。稍后你将详细了解 SGD。

选择迭代次数

也就是训练网络时从训练数据中抽样的批次数量。迭代次数越多,模型就与数据越拟合。但是,如果迭代次数太多,模型就无法很好地泛化到其他数据,这叫做过拟合。你需要选择一个使训练损失很低并且验证损失保持中等水平的数字。当你开始过拟合时,你会发现训练损失继续下降,但是验证损失开始上升。

选择学习速率

速率可以调整权重更新幅度。如果速率太大,权重就会太大,导致网络无法与数据相拟合。建议从 0.1 开始。如果网络在与数据拟合时遇到问题,尝试降低学习速率。注意,学习速率越低,权重更新的步长就越小,神经网络收敛的时间就越长。

选择隐藏节点数量

隐藏节点越多,模型的预测结果就越准确。尝试不同的隐藏节点的数量,看看对性能有何影响。你可以查看损失字典,寻找网络性能指标。如果隐藏单元的数量太少,那么模型就没有足够的空间进行学习,如果太多,则学习方向就有太多的选择。选择隐藏单元数量的技巧在于找到合适的平衡点。

In [12]:
import sys

### Set the hyperparameters here ###
iterations = 2000
learning_rate = 1
hidden_nodes = 13
output_nodes = 1

N_i = train_features.shape[1]
network = NeuralNetwork(N_i, hidden_nodes, output_nodes, learning_rate)

losses = {'train':[], 'validation':[]}
for ii in range(iterations):
    # Go through a random batch of 128 records from the training data set
    batch = np.random.choice(train_features.index, size=128)
    X, y = train_features.ix[batch].values, train_targets.ix[batch]['cnt']
                             
    network.train(X, y)
    
    # Printing out the training progress
    train_loss = MSE(network.run(train_features).T, train_targets['cnt'].values)
    val_loss = MSE(network.run(val_features).T, val_targets['cnt'].values)
    sys.stdout.write("\rProgress: {:2.1f}".format(100 * ii/float(iterations)) \
                     + "% ... Training loss: " + str(train_loss)[:5] \
                     + " ... Validation loss: " + str(val_loss)[:5])
    sys.stdout.flush()
    
    losses['train'].append(train_loss)
    losses['validation'].append(val_loss)
[[-0.05340558]
 [ 0.26783059]
 [ 0.03659786]
 [ 0.11912477]
 [ 0.21656318]
 [ 0.09631914]
 [-0.2985582 ]
 [-0.25174363]
 [-0.51080713]
 [-0.22831939]
 [ 0.42592497]
 [ 0.52508622]
 [-0.40300817]]
[[  1.50644739e-01  -1.41521371e-01   1.16335300e-01  -5.71106777e-02
    6.78641793e-02   3.59186404e-02  -3.32229612e-03  -1.48127409e-01
   -1.02690206e-01  -3.78004234e-02  -3.33356544e-02   2.89058990e-03
   -1.98273617e-01]
 [  3.75199923e-02  -9.48209230e-02   9.57033133e-02   2.24403818e-02
    4.80592474e-04   9.75293840e-02  -1.03809863e-01   2.40768767e-01
   -1.05322742e-01  -1.46756475e-01   1.43893903e-02   6.73817164e-02
    9.20369034e-02]
 [ -6.16137347e-02   8.33224954e-02   5.95904445e-02   1.36453803e-01
    1.18394616e-01  -5.21184657e-02   5.63040953e-02  -1.67272729e-01
    2.28077209e-01  -1.32612691e-01  -2.83021157e-03   1.36793484e-01
    1.21056233e-02]
 [  3.02816544e-01  -9.72903025e-02  -1.93475408e-01   1.13784495e-01
   -2.01807926e-01   1.11353890e-01   1.22121713e-01  -2.16013032e-02
    2.00645601e-01  -3.05157131e-02   4.90531050e-02  -1.70223807e-01
    5.46856937e-02]
 [  6.70875796e-04  -1.86946442e-02  -2.83105019e-02   1.67773312e-01
   -1.11921822e-01  -3.45100689e-02  -9.70521388e-02  -5.00629579e-02
    6.47740118e-03  -4.04548575e-02   1.29111293e-01   9.32465519e-02
    1.99210931e-01]
 [ -1.59291092e-01  -1.55916498e-01  -2.14311674e-01  -2.48262259e-01
   -1.82845508e-01  -2.13272137e-01  -2.35061123e-02  -3.90717264e-02
   -1.59899917e-01  -2.06429991e-02   5.44013684e-02  -2.90540774e-02
   -5.55593267e-02]
 [  3.13478686e-02  -1.55454411e-01   1.91641477e-01  -1.19398419e-02
    1.79780171e-02  -1.24169299e-01  -1.64400732e-01  -2.91354429e-01
    1.49142377e-02   8.59828683e-02  -1.12068961e-01   4.34525339e-02
   -4.21570769e-02]
 [  8.15099646e-02   9.38374419e-02   1.83047982e-02   9.47777739e-02
    1.57589456e-01  -1.14480193e-02   3.70161171e-02  -2.38834986e-02
   -1.92458778e-02  -1.69068819e-01   1.34687972e-01   1.03982987e-01
   -1.57050095e-01]
 [ -1.15641387e-01  -1.18753956e-01  -1.41957665e-02  -1.97755839e-03
   -9.22167001e-02   1.36302758e-01   2.19793952e-01  -1.21455486e-01
    5.69161277e-02  -4.86186452e-02   4.13226622e-02  -6.34687237e-02
    6.90061571e-02]
 [ -3.89020247e-02  -2.98919537e-02   1.42580054e-01  -1.95932638e-01
   -8.77539611e-02  -5.20516509e-02  -1.61565838e-02  -2.63546811e-01
   -1.13043505e-01   1.14613393e-01  -1.37172744e-01  -4.93661477e-02
   -5.04688931e-05]
 [ -6.06878442e-02   1.17078294e-01  -1.95698323e-02  -3.10522358e-02
    2.01756445e-02   6.69521922e-02  -1.20463959e-01  -2.46892900e-01
   -2.04640741e-01   2.67185015e-01  -4.93765497e-02  -2.20714946e-01
   -1.00507552e-01]
 [  5.88724607e-02   2.74096737e-01  -1.47345319e-01  -9.80306370e-02
    1.38325934e-01   1.15856450e-01  -4.99777602e-02  -2.05735073e-01
   -4.80570842e-02   2.26462465e-01   2.16151201e-02   1.54311606e-01
   -2.02034814e-01]
 [ -1.87468056e-02   2.04921619e-01   1.01424782e-01   7.53283560e-02
    8.45020254e-02   2.59421274e-02   9.31083677e-02  -9.04274015e-02
   -1.63634219e-01  -2.59781572e-01  -2.45046226e-01   2.14881444e-01
    1.03848611e-01]
 [ -1.60870190e-01   3.89148534e-02   2.97103965e-01  -1.31511191e-01
    1.38396252e-02   2.28144737e-01  -5.95898957e-02   2.80703090e-02
   -2.32604058e-02   1.18499673e-01   5.55343106e-02  -8.76957379e-03
    1.15154585e-01]
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Progress: 0.0% ... Training loss: 0.898 ... Validation loss: 1.395
C:\Users\KevinRuan\AppData\Local\conda\conda\envs\flappybird\lib\site-packages\ipykernel_launcher.py:16: DeprecationWarning: 
.ix is deprecated. Please use
.loc for label based indexing or
.iloc for positional indexing

See the documentation here:
http://pandas.pydata.org/pandas-docs/stable/indexing.html#ix-indexer-is-deprecated
  app.launch_new_instance()
[[-0.00844111]
 [ 0.34005311]
 [ 0.10355137]
 [ 0.18620804]
 [ 0.29286686]
 [ 0.13392052]
 [-0.24636482]
 [-0.2313716 ]
 [-0.43819796]
 [-0.18660993]
 [ 0.48502041]
 [ 0.58924178]
 [-0.37315003]]
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Progress: 0.1% ... Training loss: 0.974 ... Validation loss: 1.212[[-0.13228775]
 [ 0.2617331 ]
 [ 0.02396323]
 [ 0.1076275 ]
 [ 0.23644695]
 [ 0.01501781]
 [-0.35820092]
 [-0.33664598]
 [-0.53701153]
 [-0.31795357]
 [ 0.40253107]
 [ 0.54984163]
 [-0.47615919]]
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Progress: 0.1% ... Training loss: 0.868 ... Validation loss: 1.622[[-0.00998658]
 [ 0.41053476]
 [ 0.1871667 ]
 [ 0.2388661 ]
 [ 0.40316003]
 [ 0.13010463]
 [-0.24068092]
 [-0.2711726 ]
 [-0.41419823]
 [-0.20509126]
 [ 0.54725446]
 [ 0.71154259]
 [-0.38133876]]
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Progress: 0.1% ... Training loss: 1.125 ... Validation loss: 1.134[[-0.23921749]
 [ 0.20771167]
 [-0.02148662]
 [ 0.05164946]
 [ 0.21222137]
 [-0.07934915]
 [-0.45794696]
 [-0.44789453]
 [-0.63917462]
 [-0.43372329]
 [ 0.3476367 ]
 [ 0.52754668]
 [-0.59273272]]
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Progress: 0.2% ... Training loss: 1.282 ... Validation loss: 2.488[[ 0.10193376]
 [ 0.55901327]
 [ 0.36813768]
 [ 0.36112124]
 [ 0.57426138]
 [ 0.26606284]
 [-0.11771285]
 [-0.19976994]
 [-0.31591167]
 [-0.09187898]
 [ 0.69531585]
 [ 0.890597  ]
 [-0.30781329]]
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Progress: 0.2% ... Training loss: 2.803 ... Validation loss: 1.971[[-0.64289813]
 [-0.14910308]
 [-0.42511404]
 [-0.28548232]
 [-0.14628795]
 [-0.46553603]
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 [ 0.15510132]
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Progress: 0.3% ... Training loss: 9.571 ... Validation loss: 12.50[[ 0.76552139]
 [ 1.18069821]
 [ 1.09135318]
 [ 0.92922264]
 [ 1.19443739]
 [ 0.88606189]
 [ 0.53270625]
 [ 0.35283221]
 [ 0.42024702]
 [ 0.60327511]
 [ 1.2577308 ]
 [ 1.47910267]
 [ 0.36256454]]
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Progress: 0.3% ... Training loss: 18.75 ... Validation loss: 14.60[[-0.79068741]
 [-0.45935055]
 [-0.61756989]
 [-0.41527368]
 [-0.4857592 ]
 [-0.68297851]
 [-0.90530576]
 [-0.83949658]
 [-0.91624181]
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 [-0.38943236]
 [-0.32864082]
 [-0.86700173]]
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Progress: 0.4% ... Training loss: 3.848 ... Validation loss: 4.517[[-0.41698197]
 [-0.15320601]
 [-0.31183557]
 [-0.09748404]
 [-0.18004596]
 [-0.34337924]
 [-0.53376253]
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 [-0.01947397]
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Progress: 0.5% ... Training loss: 1.326 ... Validation loss: 2.058[[-0.31645455]
 [-0.05641637]
 [-0.22281872]
 [-0.00337855]
 [-0.08341473]
 [-0.24881345]
 [-0.43750251]
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 [ 0.0868649 ]
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Progress: 0.5% ... Training loss: 1.066 ... Validation loss: 1.754[[-0.25204242]
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Progress: 0.6% ... Training loss: 0.959 ... Validation loss: 1.600[[-0.19235937]
 [ 0.08685668]
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 [ 0.13977272]
 [ 0.05177203]
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Progress: 0.6% ... Training loss: 0.890 ... Validation loss: 1.474[[-0.17212574]
 [ 0.12020021]
 [-0.0704504 ]
 [ 0.17320094]
 [ 0.09034421]
 [-0.09683393]
 [-0.30368071]
 [-0.27768108]
 [-0.28041739]
 [-0.31091601]
 [ 0.17501837]
 [ 0.29979746]
 [-0.25113652]]
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Progress: 0.7% ... Training loss: 0.868 ... Validation loss: 1.433[[-0.14536137]
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Progress: 0.7% ... Training loss: 0.846 ... Validation loss: 1.380[[-0.16622208]
 [ 0.17783321]
 [-0.03670397]
 [ 0.2276957 ]
 [ 0.14493395]
 [-0.08270612]
 [-0.31208719]
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 [ 0.24075549]
 [ 0.39559652]
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Progress: 0.8% ... Training loss: 0.837 ... Validation loss: 1.395[[-0.17220252]
 [ 0.18998052]
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 [ 0.23777557]
 [ 0.15900525]
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Progress: 0.8% ... Training loss: 0.826 ... Validation loss: 1.394[[-0.16146071]
 [ 0.21243282]
 [-0.01443612]
 [ 0.2632276 ]
 [ 0.1803568 ]
 [-0.07092015]
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Progress: 0.8% ... Training loss: 0.816 ... Validation loss: 1.373[[-0.1606118 ]
 [ 0.24057546]
 [-0.0022495 ]
 [ 0.2847284 ]
 [ 0.2070164 ]
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Progress: 0.9% ... Training loss: 0.799 ... Validation loss: 1.359[[-0.1661561 ]
 [ 0.24910163]
 [-0.00222371]
 [ 0.28904683]
 [ 0.21894771]
 [-0.07461395]
 [-0.36048075]
 [-0.34656399]
 [-0.34003466]
 [-0.39007098]
 [ 0.31212547]
 [ 0.54022605]
 [-0.34561168]]
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Progress: 0.9% ... Training loss: 0.787 ... Validation loss: 1.357[[-0.15394925]
 [ 0.28469323]
 [ 0.01537806]
 [ 0.32782201]
 [ 0.24955129]
 [-0.05986716]
 [-0.35666471]
 [-0.3485952 ]
 [-0.33412137]
 [-0.39431991]
 [ 0.34829675]
 [ 0.59996474]
 [-0.35277037]]
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Progress: 1.0% ... Training loss: 0.772 ... Validation loss: 1.324[[-0.1541962 ]
 [ 0.30288023]
 [ 0.02318814]
 [ 0.34436116]
 [ 0.27116817]
 [-0.05301632]
 [-0.36298903]
 [-0.35678044]
 [-0.34250147]
 [-0.40506077]
 [ 0.3722379 ]
 [ 0.64215164]
 [-0.36830299]]
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Progress: 1.1% ... Training loss: 0.760 ... Validation loss: 1.307[[-0.15824165]
 [ 0.31910075]
 [ 0.0315904 ]
 [ 0.35743754]
 [ 0.28781672]
 [-0.04879373]
 [-0.36926067]
 [-0.3640375 ]
 [-0.35111905]
 [-0.41857526]
 [ 0.3886626 ]
 [ 0.68701912]
 [-0.37901331]]
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Progress: 1.1% ... Training loss: 0.749 ... Validation loss: 1.289[[-0.18014028]
 [ 0.31313306]
 [ 0.0232596 ]
 [ 0.35064077]
 [ 0.28628054]
 [-0.06422075]
 [-0.39809393]
 [-0.39196949]
 [-0.37790375]
 [-0.44834574]
 [ 0.38476468]
 [ 0.70608008]
 [-0.41033812]]
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Progress: 1.1% ... Training loss: 0.737 ... Validation loss: 1.303[[-0.18668302]
 [ 0.30596166]
 [ 0.02281207]
 [ 0.3495157 ]
 [ 0.28815545]
 [-0.06654068]
 [-0.40680801]
 [-0.40518959]
 [-0.38956888]
 [-0.4625067 ]
 [ 0.38438988]
 [ 0.7194797 ]
 [-0.42706616]]
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Progress: 1.2% ... Training loss: 0.730 ... Validation loss: 1.302[[-0.17398327]
 [ 0.31989375]
 [ 0.03627383]
 [ 0.36422441]
 [ 0.30413647]
 [-0.0513063 ]
 [-0.39355493]
 [-0.39899448]
 [-0.37603531]
 [-0.45279848]
 [ 0.40110571]
 [ 0.75093549]
 [-0.41813623]]
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Progress: 1.2% ... Training loss: 0.725 ... Validation loss: 1.272[[-0.18700457]
 [ 0.29197526]
 [ 0.0100609 ]
 [ 0.34616176]
 [ 0.27557678]
 [-0.06795909]
 [-0.41126189]
 [-0.42480061]
 [-0.39198218]
 [-0.48095635]
 [ 0.37998559]
 [ 0.70922845]
 [-0.44707864]]
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Progress: 1.3% ... Training loss: 0.725 ... Validation loss: 1.307[[-0.18042153]
 [ 0.32005561]
 [ 0.02031608]
 [ 0.37091143]
 [ 0.30066615]
 [-0.05893706]
 [-0.40913957]
 [-0.42676159]
 [-0.38931593]
 [-0.48288576]
 [ 0.41209508]
 [ 0.77666164]
 [-0.45466751]]
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Progress: 1.4% ... Training loss: 0.710 ... Validation loss: 1.270[[-0.18439157]
 [ 0.30022403]
 [ 0.01013519]
 [ 0.35840017]
 [ 0.29037244]
 [-0.06810654]
 [-0.42139987]
 [-0.43860929]
 [-0.39840541]
 [-0.49476007]
 [ 0.39773633]
 [ 0.77323378]
 [-0.46942963]]
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Progress: 1.4% ... Training loss: 0.707 ... Validation loss: 1.280[[-0.20853055]
 [ 0.27124223]
 [-0.01405838]
 [ 0.32801642]
 [ 0.26490751]
 [-0.09283234]
 [-0.44961069]
 [-0.46648622]
 [-0.42827844]
 [-0.52409926]
 [ 0.37367829]
 [ 0.75085821]
 [-0.50300995]]
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Progress: 1.4% ... Training loss: 0.712 ... Validation loss: 1.323[[-0.19744026]
 [ 0.28827552]
 [-0.00444761]
 [ 0.34867952]
 [ 0.27867668]
 [-0.08492103]
 [-0.44709916]
 [-0.4684243 ]
 [-0.42545142]
 [-0.52186592]
 [ 0.39495786]
 [ 0.77566548]
 [-0.50706142]]
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Progress: 1.5% ... Training loss: 0.703 ... Validation loss: 1.300[[-0.17671588]
 [ 0.32219473]
 [ 0.02071606]
 [ 0.38892723]
 [ 0.31337742]
 [-0.06199976]
 [-0.43407807]
 [-0.45726781]
 [-0.40879863]
 [-0.50992325]
 [ 0.44176971]
 [ 0.86825863]
 [-0.49769563]]
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Progress: 1.6% ... Training loss: 0.687 ... Validation loss: 1.233[[-0.18602992]
 [ 0.31637316]
 [ 0.01580323]
 [ 0.38330853]
 [ 0.3151786 ]
 [-0.06829109]
 [-0.44625203]
 [-0.47824573]
 [-0.42253127]
 [-0.52856642]
 [ 0.43939653]
 [ 0.8844869 ]
 [-0.5234122 ]]
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Progress: 1.6% ... Training loss: 0.679 ... Validation loss: 1.233[[-0.18624144]
 [ 0.31544215]
 [ 0.01240533]
 [ 0.38155843]
 [ 0.31541308]
 [-0.0685307 ]
 [-0.44924069]
 [-0.48138451]
 [-0.42781667]
 [-0.53826241]
 [ 0.43688121]
 [ 0.8983272 ]
 [-0.53984169]]
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Progress: 1.6% ... Training loss: 0.675 ... Validation loss: 1.228[[-0.18569939]
 [ 0.30724504]
 [ 0.00474251]
 [ 0.3729643 ]
 [ 0.30683013]
 [-0.0732044 ]
 [-0.45431881]
 [-0.49111047]
 [-0.43095319]
 [-0.54016534]
 [ 0.4280505 ]
 [ 0.87683985]
 [-0.55016224]]
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Progress: 1.7% ... Training loss: 0.675 ... Validation loss: 1.241[[-0.19411536]
 [ 0.31157411]
 [ 0.00209952]
 [ 0.37508943]
 [ 0.31467457]
 [-0.08014936]
 [-0.46867449]
 [-0.50701246]
 [-0.44475988]
 [-0.56072673]
 [ 0.43698636]
 [ 0.9152341 ]
 [-0.56903681]]
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Progress: 1.8% ... Training loss: 0.669 ... Validation loss: 1.238[[-0.17342919]
 [ 0.32758223]
 [ 0.01374732]
 [ 0.39485046]
 [ 0.33466534]
 [-0.06010903]
 [-0.44899587]
 [-0.49209047]
 [-0.4210594 ]
 [-0.54390226]
 [ 0.45758125]
 [ 0.96718093]
 [-0.55391048]]
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Progress: 1.8% ... Training loss: 0.664 ... Validation loss: 1.190[[-0.17013921]
 [ 0.33524632]
 [ 0.01636035]
 [ 0.41046684]
 [ 0.3416376 ]
 [-0.05823435]
 [-0.45154936]
 [-0.50054378]
 [-0.42745939]
 [-0.55100336]
 [ 0.47193032]
 [ 0.99887617]
 [-0.5616944 ]]
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Progress: 1.9% ... Training loss: 0.660 ... Validation loss: 1.176[[-0.17171717]
 [ 0.32316115]
 [ 0.00944554]
 [ 0.40131262]
 [ 0.33323157]
 [-0.05871789]
 [-0.45505092]
 [-0.5113845 ]
 [-0.4285077 ]
 [-0.55850445]
 [ 0.46099604]
 [ 0.97213002]
 [-0.57155099]]
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Progress: 1.9% ... Training loss: 0.657 ... Validation loss: 1.186[[-0.18708696]
 [ 0.29154839]
 [-0.01087805]
 [ 0.37314855]
 [ 0.30980548]
 [-0.0740018 ]
 [-0.47521633]
 [-0.53089922]
 [-0.44448456]
 [-0.57928562]
 [ 0.43363243]
 [ 0.93373458]
 [-0.59211796]]
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Progress: 1.9% ... Training loss: 0.657 ... Validation loss: 1.222[[-0.18114693]
 [ 0.30819395]
 [-0.0028614 ]
 [ 0.40207175]
 [ 0.32557295]
 [-0.06527008]
 [-0.4778485 ]
 [-0.53476502]
 [-0.44780192]
 [-0.58681538]
 [ 0.46958064]
 [ 1.00692323]
 [-0.5975303 ]]
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Progress: 2.0% ... Training loss: 0.647 ... Validation loss: 1.177[[-0.19248761]
 [ 0.29111933]
 [-0.01694954]
 [ 0.38756357]
 [ 0.31210034]
 [-0.07571564]
 [-0.49188471]
 [-0.55241944]
 [-0.46150717]
 [-0.6047339 ]
 [ 0.45925724]
 [ 0.99883118]
 [-0.61698451]]
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Progress: 2.0% ... Training loss: 0.646 ... Validation loss: 1.196[[-0.20368531]
 [ 0.27533756]
 [-0.02887793]
 [ 0.37590957]
 [ 0.30061044]
 [-0.08153153]
 [-0.50912697]
 [-0.56695571]
 [-0.48015813]
 [-0.6189557 ]
 [ 0.45025327]
 [ 0.98543094]
 [-0.63841518]]
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Progress: 2.1% ... Training loss: 0.647 ... Validation loss: 1.213[[-0.20826812]
 [ 0.26058115]
 [-0.03851697]
 [ 0.3594118 ]
 [ 0.2871495 ]
 [-0.08848043]
 [-0.51485934]
 [-0.57393881]
 [-0.48550251]
 [-0.62334182]
 [ 0.43677063]
 [ 0.95941577]
 [-0.6520017 ]]
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Progress: 2.1% ... Training loss: 0.651 ... Validation loss: 1.232[[-0.20443959]
 [ 0.26562526]
 [-0.03854462]
 [ 0.36364183]
 [ 0.28931224]
 [-0.08251936]
 [-0.51202329]
 [-0.57203246]
 [-0.48372429]
 [-0.6166351 ]
 [ 0.44781245]
 [ 0.97969984]
 [-0.65389671]]
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Progress: 2.2% ... Training loss: 0.645 ... Validation loss: 1.211[[-0.1730645 ]
 [ 0.30306789]
 [-0.01239698]
 [ 0.40495396]
 [ 0.32799831]
 [-0.05545215]
 [-0.48287255]
 [-0.54206478]
 [-0.45633744]
 [-0.58772582]
 [ 0.49451505]
 [ 1.08531708]
 [-0.6259869 ]]
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Progress: 2.2% ... Training loss: 0.632 ... Validation loss: 1.126[[-0.17850652]
 [ 0.29794518]
 [-0.019254  ]
 [ 0.39614605]
 [ 0.31936753]
 [-0.06111805]
 [-0.4934281 ]
 [-0.5531038 ]
 [-0.46765383]
 [-0.59784542]
 [ 0.486578  ]
 [ 1.07070831]
 [-0.64112858]]
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Progress: 2.3% ... Training loss: 0.628 ... Validation loss: 1.138[[-0.16921496]
 [ 0.31335432]
 [-0.00878316]
 [ 0.41605568]
 [ 0.33531994]
 [-0.05092078]
 [-0.48945074]
 [-0.54860019]
 [-0.46360314]
 [-0.59157556]
 [ 0.51354078]
 [ 1.13774535]
 [-0.63988883]]
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Progress: 2.4% ... Training loss: 0.627 ... Validation loss: 1.098[[-0.15311881]
 [ 0.32971549]
 [ 0.0012495 ]
 [ 0.4354256 ]
 [ 0.35041777]
 [-0.03911081]
 [-0.48084725]
 [-0.54465441]
 [-0.44898011]
 [-0.58227312]
 [ 0.5359666 ]
 [ 1.19177634]
 [-0.6323248 ]]
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Progress: 2.4% ... Training loss: 0.633 ... Validation loss: 1.062[[-0.16042614]
 [ 0.31806138]
 [-0.00883291]
 [ 0.42521648]
 [ 0.33795875]
 [-0.0466818 ]
 [-0.48830474]
 [-0.55726456]
 [-0.45431694]
 [-0.59510028]
 [ 0.52472281]
 [ 1.17879771]
 [-0.65196394]]
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Progress: 2.5% ... Training loss: 0.623 ... Validation loss: 1.071[[-0.17498296]
 [ 0.28758861]
 [-0.03405381]
 [ 0.39412349]
 [ 0.30463948]
 [-0.06359888]
 [-0.5082181 ]
 [-0.57600256]
 [-0.47111276]
 [-0.613845  ]
 [ 0.49508134]
 [ 1.11801556]
 [-0.67277218]]
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Progress: 2.5% ... Training loss: 0.614 ... Validation loss: 1.113[[-0.16716904]
 [ 0.30064046]
 [-0.02824995]
 [ 0.41075003]
 [ 0.31576933]
 [-0.05805324]
 [-0.50141581]
 [-0.57450938]
 [-0.46565369]
 [-0.61369163]
 [ 0.51361671]
 [ 1.15872688]
 [-0.67414566]]
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Progress: 2.5% ... Training loss: 0.610 ... Validation loss: 1.086[[-0.18588771]
 [ 0.26987959]
 [-0.05044281]
 [ 0.38215911]
 [ 0.28349642]
 [-0.07772107]
 [-0.52656307]
 [-0.60003593]
 [-0.49165427]
 [-0.63839552]
 [ 0.48491045]
 [ 1.11351878]
 [-0.70532782]]
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Progress: 2.6% ... Training loss: 0.609 ... Validation loss: 1.128[[-0.18631313]
 [ 0.27400887]
 [-0.04907928]
 [ 0.38866204]
 [ 0.28766793]
 [-0.07726719]
 [-0.53294187]
 [-0.60621947]
 [-0.49592426]
 [-0.64250282]
 [ 0.49750187]
 [ 1.14952388]
 [-0.71291606]]
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Progress: 2.6% ... Training loss: 0.605 ... Validation loss: 1.109[[-0.17146106]
 [ 0.29813362]
 [-0.03182617]
 [ 0.41987174]
 [ 0.30849109]
 [-0.06086673]
 [-0.52133791]
 [-0.59254172]
 [-0.48511904]
 [-0.63268315]
 [ 0.53466104]
 [ 1.22858456]
 [-0.70053946]]
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Progress: 2.7% ... Training loss: 0.602 ... Validation loss: 1.050[[-0.17774866]
 [ 0.27960646]
 [-0.04393282]
 [ 0.40644528]
 [ 0.28940092]
 [-0.06634186]
 [-0.53132325]
 [-0.60126696]
 [-0.49627033]
 [-0.6416825 ]
 [ 0.52179369]
 [ 1.19681027]
 [-0.71846587]]
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Progress: 2.8% ... Training loss: 0.596 ... Validation loss: 1.070[[-0.18789935]
 [ 0.25968488]
 [-0.05578942]
 [ 0.39074882]
 [ 0.27181055]
 [-0.07399481]
 [-0.54401353]
 [-0.61579875]
 [-0.51136041]
 [-0.65440429]
 [ 0.51069491]
 [ 1.18381634]
 [-0.73529953]]
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Progress: 2.8% ... Training loss: 0.596 ... Validation loss: 1.085[[-0.15971875]
 [ 0.27659254]
 [-0.04254748]
 [ 0.41993544]
 [ 0.28824567]
 [-0.0493012 ]
 [-0.52179874]
 [-0.5971388 ]
 [-0.48670053]
 [-0.63350276]
 [ 0.53998184]
 [ 1.235675  ]
 [-0.71389989]]
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Progress: 2.9% ... Training loss: 0.590 ... Validation loss: 1.033[[-0.1569117 ]
 [ 0.28017838]
 [-0.04092529]
 [ 0.42696288]
 [ 0.29096384]
 [-0.04806057]
 [-0.5282861 ]
 [-0.60470146]
 [-0.48840076]
 [-0.64337614]
 [ 0.54805554]
 [ 1.25906811]
 [-0.72526308]]
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Progress: 2.9% ... Training loss: 0.588 ... Validation loss: 1.025[[-0.15826838]
 [ 0.26956396]
 [-0.04624357]
 [ 0.418157  ]
 [ 0.28054963]
 [-0.04835005]
 [-0.53556898]
 [-0.61375711]
 [-0.49550336]
 [-0.65256117]
 [ 0.53543399]
 [ 1.22524353]
 [-0.7373897 ]]
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Progress: 3.0% ... Training loss: 0.584 ... Validation loss: 1.044[[-0.15302209]
 [ 0.27139336]
 [-0.04731832]
 [ 0.42436585]
 [ 0.27963901]
 [-0.0462038 ]
 [-0.54077922]
 [-0.6199676 ]
 [-0.49485367]
 [-0.65656881]
 [ 0.54150504]
 [ 1.23176376]
 [-0.7431737 ]]
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Progress: 3.0% ... Training loss: 0.580 ... Validation loss: 1.038[[-0.14821128]
 [ 0.28144356]
 [-0.04155398]
 [ 0.44094545]
 [ 0.29095052]
 [-0.03988793]
 [-0.5430396 ]
 [-0.62303198]
 [-0.49108349]
 [-0.65925309]
 [ 0.55830478]
 [ 1.26831849]
 [-0.7513056 ]]
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Progress: 3.0% ... Training loss: 0.575 ... Validation loss: 1.010[[-0.14408798]
 [ 0.26429293]
 [-0.05410131]
 [ 0.42556422]
 [ 0.27716485]
 [-0.03867972]
 [-0.54063566]
 [-0.62526564]
 [-0.4867301 ]
 [-0.66342288]
 [ 0.5422475 ]
 [ 1.22397382]
 [-0.76075241]]
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Progress: 3.1% ... Training loss: 0.572 ... Validation loss: 1.033[[-0.13539511]
 [ 0.2681246 ]
 [-0.05859163]
 [ 0.43546934]
 [ 0.27542946]
 [-0.03574783]
 [-0.53881985]
 [-0.62692223]
 [-0.48179168]
 [-0.66359362]
 [ 0.55391585]
 [ 1.2394303 ]
 [-0.76175121]]
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Progress: 3.1% ... Training loss: 0.568 ... Validation loss: 1.023[[-0.12977998]
 [ 0.28920922]
 [-0.05146639]
 [ 0.4618686 ]
 [ 0.29651198]
 [-0.0255894 ]
 [-0.53805624]
 [-0.62868246]
 [-0.48440605]
 [-0.66434249]
 [ 0.58956249]
 [ 1.30788344]
 [-0.76398921]]
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Progress: 3.2% ... Training loss: 0.565 ... Validation loss: 0.988[[-0.12071093]
 [ 0.29452502]
 [-0.04608721]
 [ 0.47480997]
 [ 0.30121934]
 [-0.01598144]
 [-0.53475579]
 [-0.62558612]
 [-0.47720739]
 [-0.6602615 ]
 [ 0.59910881]
 [ 1.33052761]
 [-0.76159883]]
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Progress: 3.2% ... Training loss: 0.564 ... Validation loss: 0.968[[-0.13122606]
 [ 0.28759194]
 [-0.0556545 ]
 [ 0.46783067]
 [ 0.29264949]
 [-0.02475269]
 [-0.55538736]
 [-0.64287307]
 [-0.49592392]
 [-0.67853248]
 [ 0.59874733]
 [ 1.33096635]
 [-0.78191565]]
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Progress: 3.3% ... Training loss: 0.558 ... Validation loss: 0.977[[-0.13523233]
 [ 0.29174649]
 [-0.05966015]
 [ 0.46870218]
 [ 0.29181819]
 [-0.02775677]
 [-0.56551368]
 [-0.65413629]
 [-0.50705984]
 [-0.68609737]
 [ 0.60233442]
 [ 1.34545386]
 [-0.79788742]]
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Progress: 3.4% ... Training loss: 0.554 ... Validation loss: 0.972[[-0.13864294]
 [ 0.28196858]
 [-0.06463421]
 [ 0.46494608]
 [ 0.29100987]
 [-0.02848312]
 [-0.5731991 ]
 [-0.66810432]
 [-0.51437185]
 [-0.69901229]
 [ 0.59951499]
 [ 1.35883791]
 [-0.81303995]]
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Progress: 3.4% ... Training loss: 0.548 ... Validation loss: 0.958[[-0.1403224 ]
 [ 0.26855822]
 [-0.0725675 ]
 [ 0.45914661]
 [ 0.27832367]
 [-0.03290233]
 [-0.58557689]
 [-0.6796199 ]
 [-0.52617762]
 [-0.71225474]
 [ 0.59212708]
 [ 1.34794228]
 [-0.83036729]]
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Progress: 3.5% ... Training loss: 0.542 ... Validation loss: 0.962[[-0.12955674]
 [ 0.28906709]
 [-0.06284559]
 [ 0.48507365]
 [ 0.29650416]
 [-0.01866251]
 [-0.57990489]
 [-0.67496103]
 [-0.51713403]
 [-0.70321834]
 [ 0.62085147]
 [ 1.40719729]
 [-0.8298658 ]]
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Progress: 3.5% ... Training loss: 0.538 ... Validation loss: 0.921[[-0.1420686 ]
 [ 0.27790013]
 [-0.07958686]
 [ 0.47848548]
 [ 0.28586176]
 [-0.03062847]
 [-0.59769514]
 [-0.70369803]
 [-0.53537236]
 [-0.73195609]
 [ 0.61693354]
 [ 1.40134103]
 [-0.86413279]]
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Progress: 3.5% ... Training loss: 0.533 ... Validation loss: 0.930[[-0.14257952]
 [ 0.2739951 ]
 [-0.08210418]
 [ 0.47181619]
 [ 0.27848424]
 [-0.03273494]
 [-0.60519141]
 [-0.7087716 ]
 [-0.54213411]
 [-0.73399004]
 [ 0.61184572]
 [ 1.39653319]
 [-0.87198997]]
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Progress: 3.6% ... Training loss: 0.531 ... Validation loss: 0.941[[-0.13631533]
 [ 0.27324141]
 [-0.08167624]
 [ 0.47627611]
 [ 0.27948721]
 [-0.03051268]
 [-0.60938355]
 [-0.71435612]
 [-0.54004772]
 [-0.73917565]
 [ 0.61223603]
 [ 1.39307115]
 [-0.88176172]]
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Progress: 3.6% ... Training loss: 0.527 ... Validation loss: 0.943[[-0.12186808]
 [ 0.28436081]
 [-0.06867331]
 [ 0.49485872]
 [ 0.29447502]
 [-0.01477673]
 [-0.5976466 ]
 [-0.70162198]
 [-0.52961333]
 [-0.72403395]
 [ 0.63250185]
 [ 1.41639895]
 [-0.86890674]]
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Progress: 3.7% ... Training loss: 0.521 ... Validation loss: 0.919[[-0.12892263]
 [ 0.2788798 ]
 [-0.07565923]
 [ 0.48804817]
 [ 0.29093038]
 [-0.02157109]
 [-0.60950012]
 [-0.71013639]
 [-0.54419724]
 [-0.73427437]
 [ 0.63119983]
 [ 1.43494305]
 [-0.88526555]]
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Progress: 3.8% ... Training loss: 0.519 ... Validation loss: 0.917[[-0.11213013]
 [ 0.30186252]
 [-0.0659863 ]
 [ 0.51313413]
 [ 0.30900105]
 [-0.00564062]
 [-0.59413545]
 [-0.69496597]
 [-0.52817438]
 [-0.72087201]
 [ 0.65796731]
 [ 1.47532701]
 [-0.8783133 ]]
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Progress: 3.8% ... Training loss: 0.517 ... Validation loss: 0.890[[-0.11100597]
 [ 0.3043632 ]
 [-0.06857217]
 [ 0.51604155]
 [ 0.31126696]
 [-0.00787803]
 [-0.59681001]
 [-0.70387742]
 [-0.52909966]
 [-0.72985265]
 [ 0.66506937]
 [ 1.5120692 ]
 [-0.89391641]]
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Progress: 3.9% ... Training loss: 0.516 ... Validation loss: 0.873[[-0.10597246]
 [ 0.2899459 ]
 [-0.07766732]
 [ 0.50489304]
 [ 0.29821546]
 [-0.00763317]
 [-0.60181789]
 [-0.70404787]
 [-0.53296075]
 [-0.7310812 ]
 [ 0.65307201]
 [ 1.48545605]
 [-0.90045937]]
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Progress: 3.9% ... Training loss: 0.507 ... Validation loss: 0.888[[-0.11587209]
 [ 0.28038822]
 [-0.08451445]
 [ 0.49476002]
 [ 0.28772776]
 [-0.01549615]
 [-0.61620698]
 [-0.71779669]
 [-0.54789782]
 [-0.74133739]
 [ 0.64494743]
 [ 1.48712405]
 [-0.914438  ]]
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Progress: 4.0% ... Training loss: 0.503 ... Validation loss: 0.892[[-0.12151257]
 [ 0.27584654]
 [-0.08879488]
 [ 0.48992443]
 [ 0.28145023]
 [-0.017506  ]
 [-0.6254609 ]
 [-0.73244917]
 [-0.55984841]
 [-0.75244348]
 [ 0.6444782 ]
 [ 1.49382592]
 [-0.93174716]]
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Progress: 4.0% ... Training loss: 0.499 ... Validation loss: 0.886[[-0.11777331]
 [ 0.27423317]
 [-0.08823269]
 [ 0.49348849]
 [ 0.28231546]
 [-0.01613995]
 [-0.62503921]
 [-0.73210373]
 [-0.56038385]
 [-0.75599021]
 [ 0.64937205]
 [ 1.51130977]
 [-0.93846031]]
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Progress: 4.0% ... Training loss: 0.495 ... Validation loss: 0.877[[-0.11043631]
 [ 0.29348335]
 [-0.07896389]
 [ 0.51701882]
 [ 0.30299959]
 [-0.00675421]
 [-0.62337796]
 [-0.73129108]
 [-0.55693416]
 [-0.75189602]
 [ 0.67604251]
 [ 1.5748506 ]
 [-0.93605696]]
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Progress: 4.1% ... Training loss: 0.491 ... Validation loss: 0.844[[-0.11753107]
 [ 0.27875974]
 [-0.09375651]
 [ 0.50185757]
 [ 0.28753684]
 [-0.01311708]
 [-0.64156232]
 [-0.74926959]
 [-0.57087019]
 [-0.76876668]
 [ 0.65621348]
 [ 1.52870632]
 [-0.96893086]]
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Progress: 4.2% ... Training loss: 0.489 ... Validation loss: 0.871[[-0.11143671]
 [ 0.28692091]
 [-0.09125535]
 [ 0.50726855]
 [ 0.29045802]
 [-0.00924297]
 [-0.64092286]
 [-0.75305879]
 [-0.57095009]
 [-0.76532145]
 [ 0.66585384]
 [ 1.55652036]
 [-0.9752709 ]]
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Progress: 4.2% ... Training loss: 0.483 ... Validation loss: 0.856[[-0.09419305]
 [ 0.3085728 ]
 [-0.07970721]
 [ 0.5372927 ]
 [ 0.30883158]
 [ 0.00642388]
 [-0.63078444]
 [-0.74441876]
 [-0.56006126]
 [-0.7566648 ]
 [ 0.69819228]
 [ 1.61110415]
 [-0.96693617]]
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    1.87698434e-02   2.94345170e-02  -3.15022157e-01  -8.37592604e-02
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Progress: 4.2% ... Training loss: 0.478 ... Validation loss: 0.827[[ -1.03369609e-01]
 [  3.00677546e-01]
 [ -8.95428352e-02]
 [  5.27121262e-01]
 [  3.01700768e-01]
 [ -1.10855935e-03]
 [ -6.43632525e-01]
 [ -7.66117217e-01]
 [ -5.72881536e-01]
 [ -7.77062984e-01]
 [  6.89278551e-01]
 [  1.61338580e+00]
 [ -9.96102914e-01]]
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Progress: 4.3% ... Training loss: 0.474 ... Validation loss: 0.832[[-0.10676386]
 [ 0.28567376]
 [-0.10021355]
 [ 0.52079676]
 [ 0.28956564]
 [-0.00949008]
 [-0.65522047]
 [-0.78056965]
 [-0.58291735]
 [-0.79496302]
 [ 0.68385416]
 [ 1.61845102]
 [-1.01407334]]
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Progress: 4.3% ... Training loss: 0.470 ... Validation loss: 0.831[[-0.10086558]
 [ 0.2934005 ]
 [-0.09621067]
 [ 0.53226109]
 [ 0.29834533]
 [-0.00420801]
 [-0.65376724]
 [-0.77755398]
 [-0.57612621]
 [-0.79473862]
 [ 0.6974313 ]
 [ 1.65492066]
 [-1.01774578]]
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Progress: 4.4% ... Training loss: 0.466 ... Validation loss: 0.813[[-0.08900747]
 [ 0.31371284]
 [-0.08166775]
 [ 0.55483306]
 [ 0.31665749]
 [ 0.00946037]
 [-0.64669049]
 [-0.76713519]
 [-0.56681773]
 [-0.78157346]
 [ 0.72714144]
 [ 1.72185582]
 [-1.01049413]]
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Progress: 4.5% ... Training loss: 0.466 ... Validation loss: 0.784[[-0.10667801]
 [ 0.29680081]
 [-0.09792691]
 [ 0.53491503]
 [ 0.29768872]
 [-0.00673178]
 [-0.67519408]
 [-0.79086725]
 [-0.59915402]
 [-0.8011812 ]
 [ 0.70896435]
 [ 1.69568711]
 [-1.04765022]]
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Progress: 4.5% ... Training loss: 0.456 ... Validation loss: 0.803[[-0.09600272]
 [ 0.31320581]
 [-0.08986934]
 [ 0.55275721]
 [ 0.30901473]
 [ 0.00287331]
 [-0.67089693]
 [-0.78549271]
 [-0.592962  ]
 [-0.79287504]
 [ 0.72992018]
 [ 1.73713993]
 [-1.04479701]]
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Progress: 4.5% ... Training loss: 0.452 ... Validation loss: 0.783[[-0.10552455]
 [ 0.29463034]
 [-0.10784172]
 [ 0.53276259]
 [ 0.28803206]
 [-0.01082363]
 [-0.68919125]
 [-0.80355324]
 [-0.612282  ]
 [-0.81721893]
 [ 0.70866299]
 [ 1.70699929]
 [-1.07652625]]
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Progress: 4.6% ... Training loss: 0.451 ... Validation loss: 0.808[[-0.10791533]
 [ 0.29425235]
 [-0.11036662]
 [ 0.53616501]
 [ 0.28989012]
 [-0.01354414]
 [-0.69759885]
 [-0.8092546 ]
 [-0.61967011]
 [-0.82463276]
 [ 0.71334013]
 [ 1.72986644]
 [-1.09170625]]
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Progress: 4.7% ... Training loss: 0.448 ... Validation loss: 0.796[[-0.10365214]
 [ 0.29689215]
 [-0.1083705 ]
 [ 0.53591438]
 [ 0.29209652]
 [-0.00915245]
 [-0.69749379]
 [-0.80919705]
 [-0.61615239]
 [-0.8233712 ]
 [ 0.71358692]
 [ 1.73877984]
 [-1.09483374]]
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Progress: 4.7% ... Training loss: 0.447 ... Validation loss: 0.794[[-0.09121331]
 [ 0.30658019]
 [-0.10269366]
 [ 0.55149185]
 [ 0.30166864]
 [ 0.00269552]
 [-0.6892665 ]
 [-0.8037396 ]
 [-0.60704232]
 [-0.81382006]
 [ 0.73062741]
 [ 1.76497108]
 [-1.08725359]]
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Progress: 4.8% ... Training loss: 0.437 ... Validation loss: 0.772[[-0.07941163]
 [ 0.31792056]
 [-0.09925492]
 [ 0.56785193]
 [ 0.30976509]
 [ 0.01022255]
 [-0.68499025]
 [-0.80023696]
 [-0.60243477]
 [-0.8083136 ]
 [ 0.75468269]
 [ 1.78853524]
 [-1.08672911]]
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Progress: 4.8% ... Training loss: 0.434 ... Validation loss: 0.767[[-0.08315213]
 [ 0.30374584]
 [-0.11062397]
 [ 0.55730271]
 [ 0.29541754]
 [ 0.00299104]
 [-0.69591699]
 [-0.8182698 ]
 [-0.61202206]
 [-0.82547738]
 [ 0.74306331]
 [ 1.77428145]
 [-1.10989405]]
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Progress: 4.8% ... Training loss: 0.432 ... Validation loss: 0.780[[-0.07810013]
 [ 0.31921286]
 [-0.10341982]
 [ 0.5748741 ]
 [ 0.30986335]
 [ 0.00873027]
 [-0.69669575]
 [-0.80889391]
 [-0.61352213]
 [-0.81893044]
 [ 0.76698945]
 [ 1.81870854]
 [-1.10785121]]
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Progress: 4.9% ... Training loss: 0.429 ... Validation loss: 0.759[[-0.08554991]
 [ 0.29359523]
 [-0.11971809]
 [ 0.55809372]
 [ 0.2876043 ]
 [-0.00193033]
 [-0.71617263]
 [-0.83474339]
 [-0.62940453]
 [-0.84212891]
 [ 0.74553518]
 [ 1.78862812]
 [-1.14055178]]
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Progress: 5.0% ... Training loss: 0.429 ... Validation loss: 0.783[[-0.06239547]
 [ 0.32737425]
 [-0.09785557]
 [ 0.59625465]
 [ 0.31843001]
 [ 0.02109805]
 [-0.69248081]
 [-0.80717824]
 [-0.60372815]
 [-0.81195054]
 [ 0.79318106]
 [ 1.87493149]
 [-1.11054906]]
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Progress: 5.0% ... Training loss: 0.423 ... Validation loss: 0.737[[-0.07840832]
 [ 0.31077341]
 [-0.11362929]
 [ 0.57806077]
 [ 0.3021771 ]
 [ 0.00241069]
 [-0.71692886]
 [-0.83350164]
 [-0.62411557]
 [-0.84262186]
 [ 0.77122493]
 [ 1.86568662]
 [-1.14572758]]
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   -2.11520916e-01  -5.19435652e-01  -2.51652558e-01  -1.05136297e-01
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    1.70107978e-02   1.45363071e-02  -2.99316531e-01  -4.45355734e-02
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Progress: 5.0% ... Training loss: 0.413 ... Validation loss: 0.743[[ -7.83362226e-02]
 [  3.12630439e-01]
 [ -1.13034122e-01]
 [  5.81374793e-01]
 [  3.01775641e-01]
 [  1.80143339e-03]
 [ -7.21518362e-01]
 [ -8.34222193e-01]
 [ -6.30143855e-01]
 [ -8.44252585e-01]
 [  7.75376896e-01]
 [  1.87635591e+00]
 [ -1.15118674e+00]]
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Progress: 5.1% ... Training loss: 0.410 ... Validation loss: 0.737[[-0.06263243]
 [ 0.32509506]
 [-0.10367297]
 [ 0.60425713]
 [ 0.31471747]
 [ 0.01460112]
 [-0.71564871]
 [-0.83413416]
 [-0.62316886]
 [-0.84243265]
 [ 0.80184201]
 [ 1.92372809]
 [-1.14903055]]
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Progress: 5.2% ... Training loss: 0.407 ... Validation loss: 0.721[[-0.06443011]
 [ 0.31906128]
 [-0.10950514]
 [ 0.60354167]
 [ 0.30603125]
 [ 0.01406929]
 [-0.72281464]
 [-0.84782794]
 [-0.63226912]
 [-0.85279877]
 [ 0.80013544]
 [ 1.91109   ]
 [-1.17229286]]
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Progress: 5.2% ... Training loss: 0.400 ... Validation loss: 0.726[[-0.06307935]
 [ 0.33059461]
 [-0.107698  ]
 [ 0.61774034]
 [ 0.31534786]
 [ 0.01423844]
 [-0.72769122]
 [-0.84869118]
 [-0.63794172]
 [-0.85637994]
 [ 0.8217211 ]
 [ 1.97884091]
 [-1.18184885]]
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    1.76632754e-02   1.00253801e-02  -2.94091894e-01  -3.41542163e-02
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Progress: 5.2% ... Training loss: 0.397 ... Validation loss: 0.699[[ -7.50887805e-02]
 [  3.15702147e-01]
 [ -1.23527657e-01]
 [  5.96291194e-01]
 [  2.94061959e-01]
 [  6.05874445e-04]
 [ -7.49755266e-01]
 [ -8.73255563e-01]
 [ -6.58036522e-01]
 [ -8.78051748e-01]
 [  7.96891972e-01]
 [  1.91895736e+00]
 [ -1.21872583e+00]]
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Progress: 5.3% ... Training loss: 0.398 ... Validation loss: 0.727[[-0.0568047 ]
 [ 0.33229304]
 [-0.10798946]
 [ 0.62301707]
 [ 0.31075383]
 [ 0.01769628]
 [-0.73358141]
 [-0.85422261]
 [-0.64383672]
 [-0.86168197]
 [ 0.82985532]
 [ 1.96754304]
 [-1.20269363]]
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Progress: 5.3% ... Training loss: 0.390 ... Validation loss: 0.707[[-0.06300455]
 [ 0.31674425]
 [-0.11827434]
 [ 0.60864159]
 [ 0.29632512]
 [ 0.01017283]
 [-0.75135841]
 [-0.87543896]
 [-0.65826056]
 [-0.88140509]
 [ 0.81060807]
 [ 1.93724245]
 [-1.23763141]]
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Progress: 5.4% ... Training loss: 0.393 ... Validation loss: 0.719[[-0.07331551]
 [ 0.31584357]
 [-0.12252607]
 [ 0.60382176]
 [ 0.29408845]
 [ 0.00300061]
 [-0.76785657]
 [-0.89411781]
 [-0.67339894]
 [-0.89605689]
 [ 0.80897519]
 [ 1.9417977 ]
 [-1.26205764]]
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Progress: 5.5% ... Training loss: 0.397 ... Validation loss: 0.724[[-0.06295592]
 [ 0.32446366]
 [-0.11563911]
 [ 0.61237735]
 [ 0.3001679 ]
 [ 0.01296194]
 [-0.76614762]
 [-0.88519924]
 [-0.66852188]
 [-0.88773717]
 [ 0.81879205]
 [ 1.95142221]
 [-1.26059998]]
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Progress: 5.5% ... Training loss: 0.395 ... Validation loss: 0.719[[-0.05142517]
 [ 0.34069727]
 [-0.10339658]
 [ 0.63517633]
 [ 0.31452241]
 [ 0.02343081]
 [-0.7560379 ]
 [-0.87237965]
 [-0.65798016]
 [-0.87567265]
 [ 0.84655342]
 [ 2.00905251]
 [-1.24641048]]
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Progress: 5.5% ... Training loss: 0.382 ... Validation loss: 0.690[[-0.05779694]
 [ 0.32781283]
 [-0.11122839]
 [ 0.62930806]
 [ 0.30798879]
 [ 0.01676074]
 [-0.76751461]
 [-0.89045027]
 [-0.66880896]
 [-0.89717856]
 [ 0.83431747]
 [ 2.01639792]
 [-1.27128172]]
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Progress: 5.6% ... Training loss: 0.374 ... Validation loss: 0.675[[-0.06165484]
 [ 0.3283285 ]
 [-0.11173156]
 [ 0.63261449]
 [ 0.30583706]
 [ 0.0127246 ]
 [-0.76928911]
 [-0.89192313]
 [-0.67207528]
 [-0.90361915]
 [ 0.84150532]
 [ 2.04166047]
 [-1.27499457]]
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Progress: 5.7% ... Training loss: 0.369 ... Validation loss: 0.663[[-0.06766927]
 [ 0.32334252]
 [-0.11717848]
 [ 0.63314779]
 [ 0.30362388]
 [ 0.00557847]
 [-0.78115431]
 [-0.90085741]
 [-0.68386141]
 [-0.91900915]
 [ 0.84293834]
 [ 2.06025679]
 [-1.29678779]]
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Progress: 5.7% ... Training loss: 0.368 ... Validation loss: 0.656[[-0.05792262]
 [ 0.33696694]
 [-0.11010217]
 [ 0.65582462]
 [ 0.31499721]
 [ 0.01449227]
 [-0.77408355]
 [-0.89009522]
 [-0.67895297]
 [-0.90711485]
 [ 0.8747058 ]
 [ 2.11089644]
 [-1.28746183]]
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Progress: 5.8% ... Training loss: 0.367 ... Validation loss: 0.642[[-0.06115165]
 [ 0.32222803]
 [-0.11962591]
 [ 0.6425569 ]
 [ 0.30004695]
 [ 0.01070686]
 [-0.7880045 ]
 [-0.91046534]
 [-0.69236235]
 [-0.92602953]
 [ 0.8526132 ]
 [ 2.06589717]
 [-1.3219578 ]]
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Progress: 5.8% ... Training loss: 0.365 ... Validation loss: 0.660[[-0.04681739]
 [ 0.34763549]
 [-0.10304831]
 [ 0.67302532]
 [ 0.32281455]
 [ 0.02346096]
 [-0.77348261]
 [-0.90066379]
 [-0.67386847]
 [-0.91505423]
 [ 0.88804822]
 [ 2.14313664]
 [-1.30169127]]
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Progress: 5.8% ... Training loss: 0.361 ... Validation loss: 0.631[[-0.0504027 ]
 [ 0.32985647]
 [-0.11459313]
 [ 0.65840129]
 [ 0.30961928]
 [ 0.012337  ]
 [-0.78402472]
 [-0.91462231]
 [-0.68326791]
 [-0.93211462]
 [ 0.87745664]
 [ 2.14638479]
 [-1.32476482]]
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Progress: 5.9% ... Training loss: 0.353 ... Validation loss: 0.631[[-0.04348381]
 [ 0.33596011]
 [-0.11162417]
 [ 0.67329729]
 [ 0.31708848]
 [ 0.01990726]
 [-0.78186732]
 [-0.91358852]
 [-0.68124314]
 [-0.93292044]
 [ 0.89911591]
 [ 2.20722059]
 [-1.33405387]]
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Progress: 6.0% ... Training loss: 0.355 ... Validation loss: 0.617[[-0.04933828]
 [ 0.33220924]
 [-0.11947701]
 [ 0.66988932]
 [ 0.31118113]
 [ 0.01590127]
 [-0.80001214]
 [-0.93072917]
 [-0.69843582]
 [-0.94630294]
 [ 0.90000179]
 [ 2.20654949]
 [-1.36953577]]
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Progress: 6.0% ... Training loss: 0.342 ... Validation loss: 0.616[[-0.03752686]
 [ 0.33988772]
 [-0.11453607]
 [ 0.68230009]
 [ 0.32184174]
 [ 0.02513404]
 [-0.79097739]
 [-0.92611135]
 [-0.68590066]
 [-0.94234784]
 [ 0.91149023]
 [ 2.22915312]
 [-1.36589784]]
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Progress: 6.0% ... Training loss: 0.342 ... Validation loss: 0.614[[-0.03347328]
 [ 0.33876637]
 [-0.11353468]
 [ 0.68968538]
 [ 0.32120818]
 [ 0.0266971 ]
 [-0.79517764]
 [-0.93136054]
 [-0.68479288]
 [-0.94961801]
 [ 0.91836384]
 [ 2.24532512]
 [-1.37382716]]
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Progress: 6.1% ... Training loss: 0.340 ... Validation loss: 0.610[[-0.04161764]
 [ 0.32794342]
 [-0.12216731]
 [ 0.68111244]
 [ 0.31261776]
 [ 0.01984116]
 [-0.81106459]
 [-0.94705426]
 [-0.70216112]
 [-0.96105347]
 [ 0.90797668]
 [ 2.22535309]
 [-1.40056437]]
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Progress: 6.2% ... Training loss: 0.340 ... Validation loss: 0.613[[-0.0376541 ]
 [ 0.343145  ]
 [-0.11357927]
 [ 0.69370058]
 [ 0.32192068]
 [ 0.02245475]
 [-0.8074635 ]
 [-0.93757792]
 [-0.6986064 ]
 [-0.95216648]
 [ 0.93189244]
 [ 2.27659663]
 [-1.38572509]]
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Progress: 6.2% ... Training loss: 0.334 ... Validation loss: 0.595[[-0.03017416]
 [ 0.35310651]
 [-0.10933242]
 [ 0.69868862]
 [ 0.32678355]
 [ 0.02714171]
 [-0.80491833]
 [-0.93356053]
 [-0.69729293]
 [-0.94278592]
 [ 0.94138655]
 [ 2.30035866]
 [-1.38888468]]
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Progress: 6.2% ... Training loss: 0.338 ... Validation loss: 0.590[[-0.05305946]
 [ 0.32314285]
 [-0.12994865]
 [ 0.66878642]
 [ 0.30171063]
 [ 0.00594236]
 [-0.83183828]
 [-0.96467689]
 [-0.72270146]
 [-0.97460998]
 [ 0.91038009]
 [ 2.25841428]
 [-1.43410498]]
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Progress: 6.3% ... Training loss: 0.336 ... Validation loss: 0.596[[-0.03969827]
 [ 0.34846184]
 [-0.11512091]
 [ 0.69949196]
 [ 0.32059768]
 [ 0.01891256]
 [-0.81610508]
 [-0.94501853]
 [-0.70891483]
 [-0.95462009]
 [ 0.94857816]
 [ 2.32451686]
 [-1.40881672]]
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Progress: 6.3% ... Training loss: 0.339 ... Validation loss: 0.580[[-0.04198881]
 [ 0.34097981]
 [-0.11915929]
 [ 0.68979691]
 [ 0.31513003]
 [ 0.0182547 ]
 [-0.82267655]
 [-0.94644377]
 [-0.71562291]
 [-0.95748049]
 [ 0.93616247]
 [ 2.31225781]
 [-1.41660365]]
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Progress: 6.4% ... Training loss: 0.332 ... Validation loss: 0.580[[-0.04216558]
 [ 0.34049832]
 [-0.11804288]
 [ 0.69324848]
 [ 0.32021404]
 [ 0.01975945]
 [-0.81969253]
 [-0.94318436]
 [-0.7109707 ]
 [-0.95934977]
 [ 0.94231833]
 [ 2.3393565 ]
 [-1.4121915 ]]
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Progress: 6.5% ... Training loss: 0.335 ... Validation loss: 0.570[[-0.04527403]
 [ 0.33038858]
 [-0.12545863]
 [ 0.67973927]
 [ 0.30685433]
 [ 0.01462584]
 [-0.83183932]
 [-0.95244736]
 [-0.72228575]
 [-0.97273886]
 [ 0.92107083]
 [ 2.29789542]
 [-1.43682081]]
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Progress: 6.5% ... Training loss: 0.326 ... Validation loss: 0.583[[-0.03602815]
 [ 0.33255588]
 [-0.1231176 ]
 [ 0.68252679]
 [ 0.3085892 ]
 [ 0.0223363 ]
 [-0.83013036]
 [-0.95398808]
 [-0.71878967]
 [-0.97086677]
 [ 0.92069314]
 [ 2.29560342]
 [-1.44094976]]
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Progress: 6.5% ... Training loss: 0.327 ... Validation loss: 0.590[[-0.02425408]
 [ 0.34405931]
 [-0.11402311]
 [ 0.70471962]
 [ 0.32167621]
 [ 0.03107097]
 [-0.81877781]
 [-0.94840462]
 [-0.70514648]
 [-0.96675939]
 [ 0.94769143]
 [ 2.36862673]
 [-1.42600386]]
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Progress: 6.6% ... Training loss: 0.322 ... Validation loss: 0.570[[-0.03248808]
 [ 0.33422928]
 [-0.12388878]
 [ 0.69355411]
 [ 0.31145132]
 [ 0.02353019]
 [-0.83476272]
 [-0.96495381]
 [-0.72305463]
 [-0.98159628]
 [ 0.93480569]
 [ 2.34499274]
 [-1.45754311]]
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Progress: 6.7% ... Training loss: 0.319 ... Validation loss: 0.577[[-0.03529351]
 [ 0.33570064]
 [-0.12432738]
 [ 0.70330343]
 [ 0.31089987]
 [ 0.01978243]
 [-0.84146267]
 [-0.96934667]
 [-0.73128385]
 [-0.9875297 ]
 [ 0.94978886]
 [ 2.37753168]
 [-1.46164233]]
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Progress: 6.7% ... Training loss: 0.317 ... Validation loss: 0.565[[-0.03645684]
 [ 0.33208045]
 [-0.13053206]
 [ 0.69704463]
 [ 0.30703004]
 [ 0.01685899]
 [-0.84396498]
 [-0.97789097]
 [-0.73192087]
 [-0.99419563]
 [ 0.94420314]
 [ 2.3787503 ]
 [-1.47293496]]
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Progress: 6.8% ... Training loss: 0.315 ... Validation loss: 0.565[[-0.01889404]
 [ 0.35088848]
 [-0.11816686]
 [ 0.72552216]
 [ 0.32474853]
 [ 0.03367261]
 [-0.82165085]
 [-0.96243959]
 [-0.70463437]
 [-0.98061173]
 [ 0.97746882]
 [ 2.44082719]
 [-1.44415669]]
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Progress: 6.8% ... Training loss: 0.328 ... Validation loss: 0.555[[-0.03094505]
 [ 0.33095679]
 [-0.13336485]
 [ 0.70636257]
 [ 0.30408392]
 [ 0.02018062]
 [-0.84793858]
 [-0.98282147]
 [-0.73018749]
 [-1.00526616]
 [ 0.95399604]
 [ 2.4014573 ]
 [-1.47990164]]
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Progress: 6.8% ... Training loss: 0.311 ... Validation loss: 0.564[[-0.03270466]
 [ 0.32773303]
 [-0.13584197]
 [ 0.70311515]
 [ 0.29959197]
 [ 0.01934091]
 [-0.86133306]
 [-0.98984444]
 [-0.73803578]
 [-1.01189593]
 [ 0.94693036]
 [ 2.38940453]
 [-1.49318129]]
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Progress: 6.9% ... Training loss: 0.316 ... Validation loss: 0.569[[-0.01485429]
 [ 0.3463531 ]
 [-0.1212861 ]
 [ 0.7267647 ]
 [ 0.31996507]
 [ 0.03386788]
 [-0.83851742]
 [-0.96814443]
 [-0.70780641]
 [-0.99334529]
 [ 0.97332335]
 [ 2.4439666 ]
 [-1.45825221]]
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Progress: 7.0% ... Training loss: 0.315 ... Validation loss: 0.550[[-0.02700427]
 [ 0.33783958]
 [-0.1292766 ]
 [ 0.71989845]
 [ 0.30980996]
 [ 0.02282784]
 [-0.8572955 ]
 [-0.98818914]
 [-0.72555491]
 [-1.01088476]
 [ 0.96860217]
 [ 2.44250684]
 [-1.48447185]]
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Progress: 7.0% ... Training loss: 0.309 ... Validation loss: 0.547[[-0.02953604]
 [ 0.32931839]
 [-0.1347421 ]
 [ 0.71213466]
 [ 0.30453798]
 [ 0.01848473]
 [-0.86198705]
 [-0.99664663]
 [-0.73072014]
 [-1.01961849]
 [ 0.95416653]
 [ 2.42853558]
 [-1.49644885]]
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Progress: 7.0% ... Training loss: 0.311 ... Validation loss: 0.564[[-0.01260491]
 [ 0.35085551]
 [-0.11727816]
 [ 0.73843789]
 [ 0.32558784]
 [ 0.03605292]
 [-0.84012255]
 [-0.97370581]
 [-0.70968589]
 [-0.99627885]
 [ 0.98697217]
 [ 2.49167378]
 [-1.46785297]]
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Progress: 7.1% ... Training loss: 0.320 ... Validation loss: 0.542[[-0.03049412]
 [ 0.32857722]
 [-0.13660767]
 [ 0.71470352]
 [ 0.30300682]
 [ 0.01998922]
 [-0.86432927]
 [-0.99900428]
 [-0.73057211]
 [-1.02598553]
 [ 0.96078593]
 [ 2.44842734]
 [-1.51333646]]
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Progress: 7.2% ... Training loss: 0.310 ... Validation loss: 0.553[[-0.025942  ]
 [ 0.32966003]
 [-0.13337093]
 [ 0.72391983]
 [ 0.30420011]
 [ 0.02331184]
 [-0.86001982]
 [-0.99118178]
 [-0.73028217]
 [-1.01749199]
 [ 0.97008708]
 [ 2.46043944]
 [-1.50895808]]
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Progress: 7.2% ... Training loss: 0.306 ... Validation loss: 0.548[[-0.02228923]
 [ 0.33485451]
 [-0.13055338]
 [ 0.73544715]
 [ 0.30934634]
 [ 0.0267712 ]
 [-0.86082705]
 [-0.99054247]
 [-0.7292616 ]
 [-1.0143448 ]
 [ 0.98941701]
 [ 2.48319588]
 [-1.50832153]]
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Progress: 7.2% ... Training loss: 0.303 ... Validation loss: 0.541[[-0.03047532]
 [ 0.32536902]
 [-0.13915746]
 [ 0.71729377]
 [ 0.29681251]
 [ 0.01711343]
 [-0.87633816]
 [-1.01072434]
 [-0.74517269]
 [-1.02944692]
 [ 0.96979759]
 [ 2.45655635]
 [-1.53692083]]
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Progress: 7.3% ... Training loss: 0.312 ... Validation loss: 0.564[[-0.01237852]
 [ 0.34262905]
 [-0.1254939 ]
 [ 0.74159658]
 [ 0.31581504]
 [ 0.03351487]
 [-0.8587772 ]
 [-0.98785576]
 [-0.72914575]
 [-1.00703018]
 [ 0.99725701]
 [ 2.50142185]
 [-1.51190079]]
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Progress: 7.3% ... Training loss: 0.300 ... Validation loss: 0.539[[-0.02722251]
 [ 0.32939713]
 [-0.13942123]
 [ 0.72314299]
 [ 0.3013073 ]
 [ 0.02052729]
 [-0.87703129]
 [-1.01525382]
 [-0.74667339]
 [-1.03233702]
 [ 0.97139807]
 [ 2.46413095]
 [-1.54634689]]
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Progress: 7.4% ... Training loss: 0.316 ... Validation loss: 0.576[[-0.01795297]
 [ 0.33703398]
 [-0.13267907]
 [ 0.73105109]
 [ 0.30756713]
 [ 0.02941804]
 [-0.86120594]
 [-0.99748291]
 [-0.73309827]
 [-1.01698334]
 [ 0.97557949]
 [ 2.4665519 ]
 [-1.53001791]]
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Progress: 7.5% ... Training loss: 0.307 ... Validation loss: 0.563[[ 0.00594768]
 [ 0.36681118]
 [-0.11166084]
 [ 0.77303464]
 [ 0.33843225]
 [ 0.05082571]
 [-0.82533416]
 [-0.96080751]
 [-0.69305805]
 [-0.97944973]
 [ 1.02989907]
 [ 2.56177324]
 [-1.47260695]]
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Progress: 7.5% ... Training loss: 0.345 ... Validation loss: 0.526[[-0.01471239]
 [ 0.33982361]
 [-0.13349452]
 [ 0.74247468]
 [ 0.31306556]
 [ 0.02896373]
 [-0.86234402]
 [-0.99857233]
 [-0.73102172]
 [-1.01473129]
 [ 0.99478801]
 [ 2.50750201]
 [-1.53224774]]
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Progress: 7.5% ... Training loss: 0.297 ... Validation loss: 0.539[[-0.015044  ]
 [ 0.34775373]
 [-0.13308853]
 [ 0.75162544]
 [ 0.31747902]
 [ 0.02905588]
 [-0.85814822]
 [-0.99636301]
 [-0.73112033]
 [-1.01616281]
 [ 1.01256379]
 [ 2.54455164]
 [-1.53852067]]
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Progress: 7.6% ... Training loss: 0.299 ... Validation loss: 0.520[[-0.01709069]
 [ 0.34020145]
 [-0.13463997]
 [ 0.74516462]
 [ 0.31051705]
 [ 0.02869228]
 [-0.86571875]
 [-1.0030112 ]
 [-0.74751028]
 [-1.01908363]
 [ 1.00589496]
 [ 2.51219189]
 [-1.5587649 ]]
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Progress: 7.7% ... Training loss: 0.295 ... Validation loss: 0.534[[-0.01208044]
 [ 0.34427296]
 [-0.13423462]
 [ 0.74713818]
 [ 0.31272111]
 [ 0.03514735]
 [-0.86422497]
 [-1.00170374]
 [-0.74761103]
 [-1.01860653]
 [ 1.00020694]
 [ 2.49874561]
 [-1.56648961]]
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   -9.55047882e-02  -1.46572785e-01  -1.02223602e-01  -1.27685437e-02
   -2.02661076e-01  -5.01719292e-01  -2.32064930e-01  -9.45884074e-02
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    4.38770898e-02   1.89308471e-03  -3.10447639e-01  -8.38461924e-02
   -1.96881278e-01]]
Progress: 7.7% ... Training loss: 0.306 ... Validation loss: 0.546[[  9.75499000e-04]
 [  3.68491873e-01]
 [ -1.15751842e-01]
 [  7.81456099e-01]
 [  3.36243770e-01]
 [  4.67197291e-02]
 [ -8.41877234e-01]
 [ -9.74188338e-01]
 [ -7.26260695e-01]
 [ -9.88141124e-01]
 [  1.04488664e+00]
 [  2.57230377e+00]
 [ -1.52425542e+00]]
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Progress: 7.8% ... Training loss: 0.310 ... Validation loss: 0.516[[-0.02501558]
 [ 0.33142969]
 [-0.14329702]
 [ 0.7441    ]
 [ 0.30373985]
 [ 0.02074099]
 [-0.88242026]
 [-1.02064878]
 [-0.76666118]
 [-1.0373528 ]
 [ 1.00175835]
 [ 2.51170451]
 [-1.59430476]]
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Progress: 7.8% ... Training loss: 0.307 ... Validation loss: 0.543[[-0.01621018]
 [ 0.34467959]
 [-0.13307418]
 [ 0.76483525]
 [ 0.31655628]
 [ 0.02684369]
 [-0.86628141]
 [-1.00854566]
 [-0.74697534]
 [-1.01816029]
 [ 1.02247989]
 [ 2.55399221]
 [-1.56040958]]
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   -2.01273710e-01  -5.01011293e-01  -2.35853741e-01  -1.03939994e-01
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    3.98228498e-02  -1.37346978e-02  -2.97302149e-01  -4.81322543e-02
   -2.21430391e-01]]
Progress: 7.8% ... Training loss: 0.290 ... Validation loss: 0.514[[  1.77394594e-03]
 [  3.69627834e-01]
 [ -1.17646077e-01]
 [  7.98656376e-01]
 [  3.37487424e-01]
 [  4.37085325e-02]
 [ -8.57487926e-01]
 [ -9.95755667e-01]
 [ -7.33134002e-01]
 [ -1.00154516e+00]
 [  1.05719968e+00]
 [  2.59624454e+00]
 [ -1.54734857e+00]]
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Progress: 7.9% ... Training loss: 0.305 ... Validation loss: 0.509[[-0.0172974 ]
 [ 0.34871034]
 [-0.13573544]
 [ 0.76711362]
 [ 0.31251474]
 [ 0.02536887]
 [-0.880779  ]
 [-1.01886041]
 [-0.75884958]
 [-1.02539551]
 [ 1.02336913]
 [ 2.54927947]
 [-1.58717336]]
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   -1.97320190e-01  -4.96636630e-01  -2.42836654e-01  -1.22346559e-01
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    4.17029007e-02  -1.62551761e-02  -2.98007086e-01  -5.76943071e-02
   -2.22032221e-01]]
Progress: 8.0% ... Training loss: 0.289 ... Validation loss: 0.519[[ -1.37710127e-03]
 [  3.63655330e-01]
 [ -1.24702215e-01]
 [  7.94215829e-01]
 [  3.26286887e-01]
 [  3.99651838e-02]
 [ -8.58500957e-01]
 [ -1.00679097e+00]
 [ -7.34976760e-01]
 [ -1.01096086e+00]
 [  1.05561332e+00]
 [  2.60072387e+00]
 [ -1.56453072e+00]]
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Progress: 8.0% ... Training loss: 0.297 ... Validation loss: 0.508[[-0.01113186]
 [ 0.35143071]
 [-0.13522457]
 [ 0.78307104]
 [ 0.32052222]
 [ 0.03099395]
 [-0.87430182]
 [-1.02557294]
 [-0.75110877]
 [-1.02845538]
 [ 1.04312892]
 [ 2.60051712]
 [-1.59675374]]
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Progress: 8.1% ... Training loss: 0.286 ... Validation loss: 0.500[[-0.01752953]
 [ 0.34111238]
 [-0.14221503]
 [ 0.77543641]
 [ 0.31213514]
 [ 0.02312999]
 [-0.88680231]
 [-1.03933627]
 [-0.76573857]
 [-1.04104894]
 [ 1.03170672]
 [ 2.58370257]
 [-1.61881886]]
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Progress: 8.1% ... Training loss: 0.290 ... Validation loss: 0.504[[-0.01176757]
 [ 0.35236563]
 [-0.13383278]
 [ 0.79120449]
 [ 0.32595359]
 [ 0.0287263 ]
 [-0.87162194]
 [-1.02402676]
 [-0.7461842 ]
 [-1.02897661]
 [ 1.05488991]
 [ 2.6334875 ]
 [-1.58949414]]
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Progress: 8.2% ... Training loss: 0.293 ... Validation loss: 0.489[[-0.02672457]
 [ 0.32852113]
 [-0.15246802]
 [ 0.76681164]
 [ 0.30138262]
 [ 0.01232722]
 [-0.89599771]
 [-1.05089646]
 [-0.7735714 ]
 [-1.05415014]
 [ 1.02331909]
 [ 2.5748004 ]
 [-1.63837664]]
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Progress: 8.2% ... Training loss: 0.303 ... Validation loss: 0.525[[-0.01604413]
 [ 0.34360404]
 [-0.14217029]
 [ 0.78439639]
 [ 0.3133348 ]
 [ 0.02323981]
 [-0.87678135]
 [-1.02953425]
 [-0.75156655]
 [-1.03506117]
 [ 1.04159861]
 [ 2.60218836]
 [-1.60940837]]
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Progress: 8.2% ... Training loss: 0.284 ... Validation loss: 0.504[[-0.03010329]
 [ 0.32579103]
 [-0.14920591]
 [ 0.76409947]
 [ 0.29860633]
 [ 0.01249975]
 [-0.89434362]
 [-1.04424585]
 [-0.77153056]
 [-1.04713915]
 [ 1.01853883]
 [ 2.56374229]
 [-1.63881102]]
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   -1.96977057e-01  -4.98795761e-01  -2.40364435e-01  -1.20134244e-01
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Progress: 8.3% ... Training loss: 0.309 ... Validation loss: 0.526[[-0.01944635]
 [ 0.34946882]
 [-0.13515587]
 [ 0.78921002]
 [ 0.31762779]
 [ 0.02240469]
 [-0.87106826]
 [-1.02080859]
 [-0.74952684]
 [-1.02045737]
 [ 1.05965197]
 [ 2.63402148]
 [-1.59929807]]
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   -1.96522930e-01  -4.99445174e-01  -2.38499795e-01  -1.20887362e-01
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    3.77729299e-02  -3.23617022e-02  -2.92129706e-01  -4.37135661e-02
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Progress: 8.3% ... Training loss: 0.290 ... Validation loss: 0.487[[-0.02796358]
 [ 0.33093643]
 [-0.14780493]
 [ 0.77095894]
 [ 0.30046631]
 [ 0.01274552]
 [-0.88707859]
 [-1.04016101]
 [-0.76079074]
 [-1.04142768]
 [ 1.03077423]
 [ 2.58393227]
 [-1.63168322]]
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Progress: 8.4% ... Training loss: 0.293 ... Validation loss: 0.521[[-0.00648958]
 [ 0.3501699 ]
 [-0.13475556]
 [ 0.79385444]
 [ 0.32086217]
 [ 0.02938956]
 [-0.86445361]
 [-1.01791144]
 [-0.73022727]
 [-1.02155978]
 [ 1.05833695]
 [ 2.6335924 ]
 [-1.60299706]]
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   -1.97947727e-01  -5.03261296e-01  -2.35564542e-01  -1.13219792e-01
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    4.06074201e-02  -2.34268116e-02  -3.04740518e-01  -7.31809438e-02
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Progress: 8.4% ... Training loss: 0.283 ... Validation loss: 0.498[[-0.00719938]
 [ 0.33892751]
 [-0.13728641]
 [ 0.7893351 ]
 [ 0.31418552]
 [ 0.02924423]
 [-0.87413146]
 [-1.02026998]
 [-0.7385724 ]
 [-1.02949269]
 [ 1.05018562]
 [ 2.61663215]
 [-1.62122532]]
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    4.59493442e-02  -1.74678697e-02  -3.12401027e-01  -9.23026286e-02
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Progress: 8.5% ... Training loss: 0.285 ... Validation loss: 0.499[[-0.00700333]
 [ 0.3501741 ]
 [-0.12920078]
 [ 0.80354218]
 [ 0.32333197]
 [ 0.02692301]
 [-0.86300881]
 [-1.01042235]
 [-0.72339847]
 [-1.01631731]
 [ 1.07840464]
 [ 2.68451599]
 [-1.59012611]]
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    4.20712522e-02  -2.61458598e-02  -3.04623939e-01  -7.22365027e-02
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Progress: 8.6% ... Training loss: 0.304 ... Validation loss: 0.478[[-0.00842646]
 [ 0.34875662]
 [-0.13272463]
 [ 0.80859483]
 [ 0.32363135]
 [ 0.02533713]
 [-0.87486544]
 [-1.02311214]
 [-0.73197001]
 [-1.03056593]
 [ 1.08308674]
 [ 2.69569434]
 [-1.61979958]]
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   -1.95020012e-01  -4.98907035e-01  -2.38270573e-01  -1.23703024e-01
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    4.46018386e-02  -2.27702795e-02  -3.07796586e-01  -8.48728199e-02
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Progress: 8.6% ... Training loss: 0.288 ... Validation loss: 0.474[[-0.02145768]
 [ 0.33078102]
 [-0.14836421]
 [ 0.78308038]
 [ 0.3055329 ]
 [ 0.01202731]
 [-0.89288933]
 [-1.04997173]
 [-0.75070872]
 [-1.0584879 ]
 [ 1.05072588]
 [ 2.64794933]
 [-1.6665032 ]]
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   -9.86159527e-02  -1.46808103e-01  -8.71393224e-02   1.12743683e-03
   -1.91694505e-01  -4.94017183e-01  -2.44799226e-01  -1.39231527e-01
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    4.26402074e-02  -2.50550525e-02  -3.05257960e-01  -7.61717559e-02
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Progress: 8.7% ... Training loss: 0.288 ... Validation loss: 0.505[[-0.01655746]
 [ 0.33470536]
 [-0.14449216]
 [ 0.78424563]
 [ 0.3088371 ]
 [ 0.01831972]
 [-0.88450084]
 [-1.03859999]
 [-0.74441872]
 [-1.04683307]
 [ 1.05239378]
 [ 2.64635735]
 [-1.66295588]]
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   -9.80163943e-02  -1.46788300e-01  -8.86078109e-02  -1.49744152e-03
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Progress: 8.7% ... Training loss: 0.287 ... Validation loss: 0.499[[-0.00867519]
 [ 0.34467139]
 [-0.13808981]
 [ 0.79775952]
 [ 0.32206795]
 [ 0.02616653]
 [-0.87518601]
 [-1.02639541]
 [-0.73441242]
 [-1.03383082]
 [ 1.07820715]
 [ 2.69722385]
 [-1.6416473 ]]
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   -9.72007321e-02  -1.46755837e-01  -9.07241897e-02  -3.12626739e-03
   -1.94256462e-01  -4.98740802e-01  -2.38183184e-01  -1.17748610e-01
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    3.93647647e-02  -3.13454715e-02  -3.00701447e-01  -6.72610913e-02
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Progress: 8.8% ... Training loss: 0.278 ... Validation loss: 0.478[[-0.03143843]
 [ 0.31460443]
 [-0.1598856 ]
 [ 0.76185518]
 [ 0.28978276]
 [ 0.00422035]
 [-0.90819322]
 [-1.06055048]
 [-0.76594254]
 [-1.07170862]
 [ 1.03002455]
 [ 2.62774336]
 [-1.70340668]]
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   -1.89677119e-01  -4.94188883e-01  -2.46634222e-01  -1.42311998e-01
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    4.14035034e-02  -2.95876680e-02  -3.04558145e-01  -7.37026816e-02
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Progress: 8.8% ... Training loss: 0.328 ... Validation loss: 0.530[[-0.00491123]
 [ 0.35314412]
 [-0.1301856 ]
 [ 0.80927759]
 [ 0.32756564]
 [ 0.02727795]
 [-0.8689309 ]
 [-1.01394558]
 [-0.72406456]
 [-1.01956364]
 [ 1.09169483]
 [ 2.72104363]
 [-1.61693545]]
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   -1.94562919e-01  -5.02089655e-01  -2.37213649e-01  -1.18015956e-01
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Progress: 8.8% ... Training loss: 0.301 ... Validation loss: 0.470[[-0.02653734]
 [ 0.31520598]
 [-0.16334096]
 [ 0.76857067]
 [ 0.29127864]
 [ 0.00383541]
 [-0.90585864]
 [-1.0657427 ]
 [-0.76166099]
 [-1.07298842]
 [ 1.02921068]
 [ 2.63023085]
 [-1.68782023]]
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 [ -1.22925117e-01   3.00858478e-02  -2.41502658e-01  -3.79831226e-01
   -2.25436547e-01  -2.58808351e-01  -6.29269351e-02  -3.01346483e-01
    3.93050518e-02  -3.39404893e-02  -3.02833440e-01  -7.02859944e-02
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Progress: 8.9% ... Training loss: 0.332 ... Validation loss: 0.551[[-0.00657256]
 [ 0.35241691]
 [-0.13344944]
 [ 0.81110392]
 [ 0.32517947]
 [ 0.02526987]
 [-0.86392074]
 [-0.99712391]
 [-0.71973186]
 [-1.01879512]
 [ 1.09595309]
 [ 2.73378722]
 [-1.59256764]]
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   -2.24689257e-01  -2.58804006e-01  -6.70414423e-02  -3.06771973e-01
    3.54759765e-02  -4.01590167e-02  -2.98112103e-01  -4.95082501e-02
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Progress: 8.9% ... Training loss: 0.338 ... Validation loss: 0.467[[-0.02568543]
 [ 0.31619344]
 [-0.16005549]
 [ 0.76700519]
 [ 0.29135067]
 [ 0.00432134]
 [-0.89959665]
 [-1.04290197]
 [-0.75666569]
 [-1.06000201]
 [ 1.02903241]
 [ 2.63000196]
 [-1.66084787]]
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    3.69103350e-02  -3.84201126e-02  -3.00110951e-01  -5.44659207e-02
   -2.69186173e-01]]
Progress: 9.0% ... Training loss: 0.292 ... Validation loss: 0.519[[-0.01287343]
 [ 0.33870367]
 [-0.14177529]
 [ 0.79706752]
 [ 0.31445001]
 [ 0.01556855]
 [-0.87366379]
 [-1.01476631]
 [-0.73309747]
 [-1.02855209]
 [ 1.07309588]
 [ 2.69577885]
 [-1.61623196]]
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   -2.80236122e-01]]
Progress: 9.1% ... Training loss: 0.286 ... Validation loss: 0.481[[ -2.75977932e-02]
 [  3.18895099e-01]
 [ -1.59733732e-01]
 [  7.68309503e-01]
 [  2.91082108e-01]
 [  2.44992770e-03]
 [ -8.97389573e-01]
 [ -1.04047887e+00]
 [ -7.57735923e-01]
 [ -1.05566485e+00]
 [  1.03147164e+00]
 [  2.62096079e+00]
 [ -1.66304915e+00]]
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    3.78881481e-02  -3.68377092e-02  -3.04890721e-01  -6.76556263e-02
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Progress: 9.1% ... Training loss: 0.304 ... Validation loss: 0.544[[-0.01034419]
 [ 0.33981266]
 [-0.14021774]
 [ 0.80099033]
 [ 0.31601517]
 [ 0.02068339]
 [-0.87068091]
 [-1.00651025]
 [-0.73335848]
 [-1.02339897]
 [ 1.07353207]
 [ 2.69287628]
 [-1.61384045]]
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    4.08361584e-02  -3.49940693e-02  -3.07569995e-01  -7.83090878e-02
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Progress: 9.2% ... Training loss: 0.281 ... Validation loss: 0.486[[-0.00494509]
 [ 0.34722393]
 [-0.13631653]
 [ 0.80685172]
 [ 0.31928386]
 [ 0.02630655]
 [-0.86855954]
 [-0.9994076 ]
 [-0.73353566]
 [-1.01674147]
 [ 1.08154257]
 [ 2.69327486]
 [-1.61833091]]
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   -2.61152448e-01]]
Progress: 9.2% ... Training loss: 0.282 ... Validation loss: 0.484[[-0.00382615]
 [ 0.35199776]
 [-0.13384329]
 [ 0.81184416]
 [ 0.32519838]
 [ 0.02783717]
 [-0.86493686]
 [-0.99370998]
 [-0.72367076]
 [-1.01278395]
 [ 1.09503535]
 [ 2.71626535]
 [-1.61527912]]
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Progress: 9.2% ... Training loss: 0.289 ... Validation loss: 0.476[[-0.02875908]
 [ 0.32214202]
 [-0.15636955]
 [ 0.77065268]
 [ 0.29991847]
 [ 0.00583229]
 [-0.89959772]
 [-1.03440283]
 [-0.75621587]
 [-1.05131522]
 [ 1.04502565]
 [ 2.65112885]
 [-1.68059186]]
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   -1.90136460e-01  -5.00983043e-01  -2.38181204e-01  -1.37204286e-01
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Progress: 9.3% ... Training loss: 0.301 ... Validation loss: 0.532[[-0.01687187]
 [ 0.34026277]
 [-0.14162395]
 [ 0.7951193 ]
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Progress: 9.3% ... Training loss: 0.285 ... Validation loss: 0.473[[-0.02944979]
 [ 0.31587323]
 [-0.16094221]
 [ 0.75585767]
 [ 0.29300089]
 [ 0.00672973]
 [-0.90427832]
 [-1.04004441]
 [-0.7642676 ]
 [-1.05130698]
 [ 1.02250551]
 [ 2.61588504]
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Progress: 9.4% ... Training loss: 0.348 ... Validation loss: 0.552[[-0.00365578]
 [ 0.35742281]
 [-0.129384  ]
 [ 0.80966625]
 [ 0.3349954 ]
 [ 0.03317771]
 [-0.85432451]
 [-0.97705665]
 [-0.7147255 ]
 [-0.99778642]
 [ 1.10190753]
 [ 2.74641068]
 [-1.59461782]]
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Progress: 9.4% ... Training loss: 0.328 ... Validation loss: 0.477[[-0.0188195 ]
 [ 0.32579536]
 [-0.1505325 ]
 [ 0.77889059]
 [ 0.30756546]
 [ 0.01511523]
 [-0.8903325 ]
 [-1.01255401]
 [-0.74524008]
 [-1.03746819]
 [ 1.05077048]
 [ 2.6723308 ]
 [-1.65317667]]
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   -9.60571195e-02  -1.47103706e-01  -9.22988506e-02  -1.03197218e-02
   -1.93589520e-01  -5.06565218e-01  -2.32782209e-01  -1.21549588e-01
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    4.49883757e-02  -3.58963714e-02  -3.17679872e-01  -9.65505750e-02
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Progress: 9.5% ... Training loss: 0.280 ... Validation loss: 0.493[[-0.01346712]
 [ 0.32684446]
 [-0.14259076]
 [ 0.78908504]
 [ 0.31379633]
 [ 0.02117924]
 [-0.88290508]
 [-1.00593605]
 [-0.73535673]
 [-1.02673535]
 [ 1.06595821]
 [ 2.68972964]
 [-1.64245971]]
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   -9.69330765e-02  -1.47129277e-01  -9.06020187e-02  -8.07363707e-03
   -1.92776578e-01  -5.04782656e-01  -2.35936500e-01  -1.25371286e-01
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Progress: 9.6% ... Training loss: 0.277 ... Validation loss: 0.484[[-0.02040295]
 [ 0.32123307]
 [-0.15018889]
 [ 0.78510709]
 [ 0.3096582 ]
 [ 0.01581225]
 [-0.88840805]
 [-1.0156581 ]
 [-0.73765449]
 [-1.03983914]
 [ 1.06506453]
 [ 2.69164012]
 [-1.65890696]]
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   -1.91114844e-01  -5.02910036e-01  -2.38502158e-01  -1.35963920e-01
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Progress: 9.6% ... Training loss: 0.276 ... Validation loss: 0.485[[-0.02030356]
 [ 0.33143388]
 [-0.14585941]
 [ 0.79443394]
 [ 0.31311478]
 [ 0.0170308 ]
 [-0.8808155 ]
 [-1.00279285]
 [-0.7334526 ]
 [-1.02722557]
 [ 1.08185106]
 [ 2.70458747]
 [-1.647812  ]]
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   -1.89387454e-01  -5.01588012e-01  -2.39566191e-01  -1.41100171e-01
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Progress: 9.7% ... Training loss: 0.277 ... Validation loss: 0.474[[-0.0241029 ]
 [ 0.32756639]
 [-0.15017342]
 [ 0.79356063]
 [ 0.31057333]
 [ 0.01388377]
 [-0.88114201]
 [-1.00784183]
 [-0.72970281]
 [-1.03103934]
 [ 1.07961243]
 [ 2.70217022]
 [-1.65150602]]
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Progress: 9.7% ... Training loss: 0.277 ... Validation loss: 0.475[[-0.02489935]
 [ 0.31884172]
 [-0.15910161]
 [ 0.78370597]
 [ 0.30224447]
 [ 0.01252959]
 [-0.88791105]
 [-1.01598398]
 [-0.73465095]
 [-1.04236508]
 [ 1.05668449]
 [ 2.65854385]
 [-1.66381126]]
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   -1.87954603e-01  -4.99433878e-01  -2.44184260e-01  -1.54317300e-01
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Progress: 9.8% ... Training loss: 0.283 ... Validation loss: 0.506[[-0.00970625]
 [ 0.33997516]
 [-0.14478153]
 [ 0.81817555]
 [ 0.32273788]
 [ 0.02949548]
 [-0.86289249]
 [-0.99457457]
 [-0.71040801]
 [-1.02153044]
 [ 1.09577909]
 [ 2.71270294]
 [-1.63389279]]
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   -1.88759436e-01  -4.99945563e-01  -2.43270989e-01  -1.52098809e-01
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Progress: 9.8% ... Training loss: 0.276 ... Validation loss: 0.476[[-0.01393973]
 [ 0.33781098]
 [-0.14345217]
 [ 0.81472214]
 [ 0.32155542]
 [ 0.02479412]
 [-0.87192137]
 [-0.99317492]
 [-0.71780121]
 [-1.02187028]
 [ 1.09728474]
 [ 2.72380813]
 [-1.63920547]]
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Progress: 9.8% ... Training loss: 0.276 ... Validation loss: 0.468[[-0.03006571]
 [ 0.31350663]
 [-0.16140357]
 [ 0.78266224]
 [ 0.29889102]
 [ 0.00907668]
 [-0.89781316]
 [-1.01955554]
 [-0.74167182]
 [-1.0482274 ]
 [ 1.05988249]
 [ 2.66846563]
 [-1.68252532]]
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   -1.86214243e-01  -4.97201184e-01  -2.48684870e-01  -1.70024536e-01
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Progress: 9.9% ... Training loss: 0.293 ... Validation loss: 0.499[[-0.02015015]
 [ 0.32908039]
 [-0.15237526]
 [ 0.80983632]
 [ 0.31156526]
 [ 0.0189255 ]
 [-0.87543234]
 [-1.00604174]
 [-0.71945108]
 [-1.03023055]
 [ 1.09235694]
 [ 2.71818243]
 [-1.64532997]]
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   -1.86710532e-01  -4.98293933e-01  -2.47106854e-01  -1.69045433e-01
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Progress: 9.9% ... Training loss: 0.270 ... Validation loss: 0.472[[-0.02822798]
 [ 0.32012723]
 [-0.16224439]
 [ 0.79472807]
 [ 0.30121044]
 [ 0.0116942 ]
 [-0.88707767]
 [-1.0191929 ]
 [-0.73619979]
 [-1.04305395]
 [ 1.07467928]
 [ 2.69098909]
 [-1.66992375]]
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   -1.88168323e-01  -5.00682435e-01  -2.43301087e-01  -1.59505436e-01
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    4.99695014e-02  -3.10123742e-02  -3.29826593e-01  -1.18015806e-01
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Progress: 10.0% ... Training loss: 0.276 ... Validation loss: 0.493[[-0.01664373]
 [ 0.33321146]
 [-0.15166935]
 [ 0.80751613]
 [ 0.31340186]
 [ 0.02307707]
 [-0.87031527]
 [-1.00367264]
 [-0.72170551]
 [-1.01795693]
 [ 1.09880365]
 [ 2.72822534]
 [-1.65316539]]
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Progress: 10.1% ... Training loss: 0.276 ... Validation loss: 0.470[[-0.01298441]
 [ 0.33844775]
 [-0.15053074]
 [ 0.81450038]
 [ 0.31680915]
 [ 0.02606633]
 [-0.86305005]
 [-0.99752914]
 [-0.71304157]
 [-1.01309471]
 [ 1.10596473]
 [ 2.73336505]
 [-1.64896226]]
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Progress: 10.1% ... Training loss: 0.275 ... Validation loss: 0.468[[-0.01431356]
 [ 0.33533231]
 [-0.15384874]
 [ 0.81092579]
 [ 0.30989997]
 [ 0.0250149 ]
 [-0.86648437]
 [-1.00764744]
 [-0.7139343 ]
 [-1.02073529]
 [ 1.0953401 ]
 [ 2.71247756]
 [-1.66051351]]
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   -1.88459819e-01  -5.00213358e-01  -2.44670773e-01  -1.63246513e-01
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Progress: 10.2% ... Training loss: 0.269 ... Validation loss: 0.480[[-0.01391012]
 [ 0.33487469]
 [-0.15463593]
 [ 0.81397107]
 [ 0.30946848]
 [ 0.02186667]
 [-0.86996446]
 [-1.00571066]
 [-0.71491358]
 [-1.02129404]
 [ 1.10551427]
 [ 2.73171077]
 [-1.66986215]]
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Progress: 10.2% ... Training loss: 0.271 ... Validation loss: 0.477[[-0.0069318 ]
 [ 0.33857598]
 [-0.15118637]
 [ 0.82622087]
 [ 0.31319678]
 [ 0.02457269]
 [-0.85474964]
 [-0.99894708]
 [-0.69763381]
 [-1.01645272]
 [ 1.11589508]
 [ 2.76479893]
 [-1.64486325]]
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Progress: 10.2% ... Training loss: 0.293 ... Validation loss: 0.469[[-0.0266842 ]
 [ 0.31142428]
 [-0.17335513]
 [ 0.79474403]
 [ 0.28709135]
 [ 0.00374611]
 [-0.89173371]
 [-1.03797787]
 [-0.73640022]
 [-1.05431315]
 [ 1.07422284]
 [ 2.70849123]
 [-1.7055773 ]]
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Progress: 10.3% ... Training loss: 0.288 ... Validation loss: 0.505[[-0.02398927]
 [ 0.31686694]
 [-0.16281528]
 [ 0.79827074]
 [ 0.29007208]
 [ 0.00958449]
 [-0.88423726]
 [-1.01954207]
 [-0.73320428]
 [-1.03535962]
 [ 1.0782136 ]
 [ 2.701884  ]
 [-1.69283793]]
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Progress: 10.3% ... Training loss: 0.278 ... Validation loss: 0.490[[-0.01764842]
 [ 0.32697321]
 [-0.15540377]
 [ 0.80927198]
 [ 0.30212702]
 [ 0.01707426]
 [-0.87343105]
 [-1.00583045]
 [-0.72430892]
 [-1.02315051]
 [ 1.09406978]
 [ 2.7349134 ]
 [-1.68193905]]
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Progress: 10.4% ... Training loss: 0.270 ... Validation loss: 0.472[[-0.02963718]
 [ 0.31441365]
 [-0.16587119]
 [ 0.78824946]
 [ 0.28987174]
 [ 0.0068363 ]
 [-0.89030855]
 [-1.0263016 ]
 [-0.73950996]
 [-1.04401753]
 [ 1.07071566]
 [ 2.70337418]
 [-1.71506096]]
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Progress: 10.4% ... Training loss: 0.291 ... Validation loss: 0.501[[-0.0217111 ]
 [ 0.33098037]
 [-0.1527206 ]
 [ 0.80916583]
 [ 0.30592709]
 [ 0.0148557 ]
 [-0.87129071]
 [-1.00068   ]
 [-0.71828345]
 [-1.02117635]
 [ 1.1003738 ]
 [ 2.7522674 ]
 [-1.67482574]]
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Progress: 10.5% ... Training loss: 0.270 ... Validation loss: 0.465[[-0.01546065]
 [ 0.34077719]
 [-0.14737149]
 [ 0.82065764]
 [ 0.31325644]
 [ 0.02178299]
 [-0.86783047]
 [-0.9993826 ]
 [-0.71243277]
 [-1.02025471]
 [ 1.10889202]
 [ 2.76085909]
 [-1.6762686 ]]
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   -1.83214912e-01  -4.94474345e-01  -2.53766611e-01  -1.83107276e-01
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Progress: 10.6% ... Training loss: 0.268 ... Validation loss: 0.469[[-0.03120365]
 [ 0.31681707]
 [-0.16471764]
 [ 0.79202613]
 [ 0.2906933 ]
 [ 0.00525426]
 [-0.89575349]
 [-1.03042768]
 [-0.73984739]
 [-1.04953968]
 [ 1.07425583]
 [ 2.71500779]
 [-1.72510491]]
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Progress: 10.6% ... Training loss: 0.303 ... Validation loss: 0.519[[-0.00529053]
 [ 0.35398246]
 [-0.1363979 ]
 [ 0.83846649]
 [ 0.32488472]
 [ 0.03075109]
 [-0.85236577]
 [-0.97235732]
 [-0.69434957]
 [-0.99651725]
 [ 1.13609697]
 [ 2.8010369 ]
 [-1.64709931]]
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Progress: 10.7% ... Training loss: 0.291 ... Validation loss: 0.464[[-0.02848882]
 [ 0.3179756 ]
 [-0.16437171]
 [ 0.80072815]
 [ 0.29250179]
 [ 0.00583563]
 [-0.89324942]
 [-1.0245649 ]
 [-0.73280089]
 [-1.04409736]
 [ 1.08178911]
 [ 2.72447088]
 [-1.71518053]]
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Progress: 10.7% ... Training loss: 0.304 ... Validation loss: 0.520[[ 0.00580567]
 [ 0.36603533]
 [-0.12506395]
 [ 0.86391271]
 [ 0.34298454]
 [ 0.04017293]
 [-0.84361993]
 [-0.96100927]
 [-0.68314174]
 [-0.98496083]
 [ 1.16548324]
 [ 2.84329076]
 [-1.63031861]]
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Progress: 10.8% ... Training loss: 0.351 ... Validation loss: 0.476[[-0.02770714]
 [ 0.32731086]
 [-0.15947074]
 [ 0.81218461]
 [ 0.30556982]
 [ 0.00664054]
 [-0.88818909]
 [-1.01544338]
 [-0.73024119]
 [-1.03649128]
 [ 1.10243297]
 [ 2.75273844]
 [-1.7127955 ]]
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Progress: 10.8% ... Training loss: 0.269 ... Validation loss: 0.469[[-0.01686956]
 [ 0.33741112]
 [-0.14858336]
 [ 0.82876643]
 [ 0.31802295]
 [ 0.0149109 ]
 [-0.86800781]
 [-0.99587215]
 [-0.71014105]
 [-1.01948628]
 [ 1.12038014]
 [ 2.78923587]
 [-1.67595902]]
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Progress: 10.8% ... Training loss: 0.278 ... Validation loss: 0.457[[-0.02772464]
 [ 0.32972399]
 [-0.15622695]
 [ 0.82110229]
 [ 0.31150922]
 [ 0.00541308]
 [-0.88033347]
 [-1.01048889]
 [-0.71900918]
 [-1.03404749]
 [ 1.11731955]
 [ 2.79776412]
 [-1.6931858 ]]
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Progress: 10.9% ... Training loss: 0.272 ... Validation loss: 0.450[[-0.03674138]
 [ 0.31279813]
 [-0.16857338]
 [ 0.80057185]
 [ 0.29724559]
 [-0.00619523]
 [-0.89669399]
 [-1.02753611]
 [-0.73873891]
 [-1.05212301]
 [ 1.09224442]
 [ 2.76619819]
 [-1.72873357]]
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Progress: 10.9% ... Training loss: 0.271 ... Validation loss: 0.469[[-0.02597323]
 [ 0.32481822]
 [-0.15880125]
 [ 0.81506062]
 [ 0.30733024]
 [ 0.00370918]
 [-0.88091782]
 [-1.01137106]
 [-0.72769305]
 [-1.03427805]
 [ 1.11314254]
 [ 2.78622336]
 [-1.70704581]]
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    4.87196969e-02  -5.40876369e-02  -3.22459055e-01  -8.02923202e-02
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Progress: 11.0% ... Training loss: 0.264 ... Validation loss: 0.461[[-0.01582075]
 [ 0.33520225]
 [-0.15088425]
 [ 0.82464432]
 [ 0.31630983]
 [ 0.01081998]
 [-0.87113593]
 [-0.99946504]
 [-0.71856666]
 [-1.02131293]
 [ 1.13071759]
 [ 2.81028734]
 [-1.69720411]]
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Progress: 11.1% ... Training loss: 0.273 ... Validation loss: 0.452[[-0.01450537]
 [ 0.33301627]
 [-0.15129565]
 [ 0.83222592]
 [ 0.31670069]
 [ 0.01094092]
 [-0.87072665]
 [-1.00405359]
 [-0.71579361]
 [-1.02504076]
 [ 1.1369461 ]
 [ 2.82423851]
 [-1.6983475 ]]
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   -1.88654387e-01  -5.03287523e-01  -2.41379077e-01  -1.58815995e-01
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Progress: 11.1% ... Training loss: 0.272 ... Validation loss: 0.453[[-0.01991358]
 [ 0.33275323]
 [-0.15249809]
 [ 0.83623172]
 [ 0.31851918]
 [ 0.00856052]
 [-0.87096003]
 [-0.99676134]
 [-0.72404673]
 [-1.02095524]
 [ 1.14968611]
 [ 2.83589384]
 [-1.70408504]]
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Progress: 11.2% ... Training loss: 0.283 ... Validation loss: 0.453[[-0.02440855]
 [ 0.31707058]
 [-0.16644826]
 [ 0.81567848]
 [ 0.30189993]
 [ 0.00547266]
 [-0.88326824]
 [-1.02305141]
 [-0.73151317]
 [-1.04637848]
 [ 1.11329769]
 [ 2.78096354]
 [-1.7346453 ]]
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Progress: 11.2% ... Training loss: 0.281 ... Validation loss: 0.471[[-0.0146224 ]
 [ 0.33081135]
 [-0.15216457]
 [ 0.84165756]
 [ 0.32004165]
 [ 0.0152212 ]
 [-0.86194026]
 [-0.99819338]
 [-0.70994996]
 [-1.02185184]
 [ 1.15288034]
 [ 2.8466134 ]
 [-1.68697742]]
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   -9.66330593e-02  -1.47414063e-01  -8.35224269e-02   1.35866228e-03
   -1.88370032e-01  -5.01136532e-01  -2.44031320e-01  -1.63873425e-01
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 [ -1.22681319e-01   2.35374379e-02  -2.40853209e-01  -4.14679637e-01
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    4.93914044e-02  -5.76195905e-02  -3.18429782e-01  -6.24774668e-02
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Progress: 11.2% ... Training loss: 0.279 ... Validation loss: 0.462[[ -3.37978578e-02]
 [  3.14011743e-01]
 [ -1.66208307e-01]
 [  8.12357636e-01]
 [  3.01279742e-01]
 [  1.31115148e-03]
 [ -8.87931417e-01]
 [ -1.01891582e+00]
 [ -7.36118407e-01]
 [ -1.04383946e+00]
 [  1.10707098e+00]
 [  2.77275933e+00]
 [ -1.73002620e+00]]
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Progress: 11.3% ... Training loss: 0.277 ... Validation loss: 0.465[[-0.02020621]
 [ 0.34327604]
 [-0.14921516]
 [ 0.84660479]
 [ 0.32925041]
 [ 0.01617497]
 [-0.86310679]
 [-0.98639506]
 [-0.70932215]
 [-1.01089428]
 [ 1.1565463 ]
 [ 2.84584513]
 [-1.68073376]]
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   -9.59678249e-02  -1.47427691e-01  -8.38670679e-02   2.77304164e-04
   -1.88835634e-01  -5.03471583e-01  -2.42674454e-01  -1.65909196e-01
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    5.58693050e-02  -5.32018387e-02  -3.27915886e-01  -8.88452571e-02
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Progress: 11.3% ... Training loss: 0.294 ... Validation loss: 0.454[[ -3.27121240e-02]
 [  3.22174893e-01]
 [ -1.65740984e-01]
 [  8.19850343e-01]
 [  3.07429885e-01]
 [  8.86223147e-04]
 [ -8.84140342e-01]
 [ -1.00759695e+00]
 [ -7.25672074e-01]
 [ -1.03535192e+00]
 [  1.11584128e+00]
 [  2.78587813e+00]
 [ -1.71120949e+00]]
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Progress: 11.4% ... Training loss: 0.265 ... Validation loss: 0.454[[-0.02527098]
 [ 0.32807482]
 [-0.15796744]
 [ 0.8272196 ]
 [ 0.31346378]
 [ 0.00794284]
 [-0.87585087]
 [-0.9944444 ]
 [-0.71671911]
 [-1.0229735 ]
 [ 1.12565849]
 [ 2.80420743]
 [-1.69632386]]
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Progress: 11.4% ... Training loss: 0.266 ... Validation loss: 0.448[[-0.02621037]
 [ 0.32779867]
 [-0.15901065]
 [ 0.82778829]
 [ 0.31044081]
 [ 0.00476426]
 [-0.88219599]
 [-0.99607792]
 [-0.72275526]
 [-1.02364367]
 [ 1.12737882]
 [ 2.79718382]
 [-1.70906367]]
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   -1.88729313e-01  -5.01707277e-01  -2.41518604e-01  -1.65672027e-01
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Progress: 11.5% ... Training loss: 0.265 ... Validation loss: 0.453[[-0.03685272]
 [ 0.30854612]
 [-0.17391615]
 [ 0.80565159]
 [ 0.29115766]
 [-0.00758228]
 [-0.89242462]
 [-1.01607861]
 [-0.73374573]
 [-1.05009537]
 [ 1.09293428]
 [ 2.75925858]
 [-1.72910647]]
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Progress: 11.6% ... Training loss: 0.278 ... Validation loss: 0.479[[-0.01255713]
 [ 0.33183314]
 [-0.15158742]
 [ 0.84129474]
 [ 0.31931396]
 [ 0.01501678]
 [-0.86100455]
 [-0.98272161]
 [-0.70008827]
 [-1.0138442 ]
 [ 1.13866386]
 [ 2.82649632]
 [-1.67877187]]
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Progress: 11.6% ... Training loss: 0.277 ... Validation loss: 0.463[[-0.03347434]
 [ 0.30484347]
 [-0.17194579]
 [ 0.81117421]
 [ 0.29013917]
 [-0.00612708]
 [-0.89377102]
 [-1.01592589]
 [-0.73496401]
 [-1.04633011]
 [ 1.10094684]
 [ 2.77817852]
 [-1.73978996]]
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 [ -2.13291800e-01  -2.98491967e-01  -3.13734469e-01  -1.42385308e-01
   -9.70866948e-02  -1.47500901e-01  -7.82274059e-02   5.81356578e-03
   -1.86167938e-01  -4.97734445e-01  -2.47012715e-01  -1.78379557e-01
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 [ -1.22512962e-01   1.91392280e-02  -2.39839593e-01  -4.30626291e-01
   -2.35028816e-01  -2.59864781e-01  -4.73970153e-02  -3.25051297e-01
    6.02175227e-02  -5.20207542e-02  -3.38301796e-01  -9.77591196e-02
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Progress: 11.7% ... Training loss: 0.280 ... Validation loss: 0.475[[ -3.00268731e-02]
 [  3.17094184e-01]
 [ -1.61197003e-01]
 [  8.36225608e-01]
 [  3.02246366e-01]
 [ -1.79289059e-03]
 [ -8.76226290e-01]
 [ -9.96123409e-01]
 [ -7.18441647e-01]
 [ -1.02983743e+00]
 [  1.13573665e+00]
 [  2.82707381e+00]
 [ -1.70087356e+00]]
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   -1.87818725e-01  -4.99974630e-01  -2.44053874e-01  -1.69980949e-01
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Progress: 11.7% ... Training loss: 0.272 ... Validation loss: 0.451[[-0.03663313]
 [ 0.3134211 ]
 [-0.16608664]
 [ 0.83051997]
 [ 0.30044152]
 [-0.00772225]
 [-0.88376978]
 [-1.00603605]
 [-0.72384553]
 [-1.03424732]
 [ 1.12836494]
 [ 2.82296928]
 [-1.71178055]]
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Progress: 11.8% ... Training loss: 0.263 ... Validation loss: 0.448[[-0.03602157]
 [ 0.31371081]
 [-0.16616299]
 [ 0.83516319]
 [ 0.30064379]
 [-0.00652954]
 [-0.88155036]
 [-1.00740038]
 [-0.72462912]
 [-1.03257618]
 [ 1.13226011]
 [ 2.82251187]
 [-1.71811447]]
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Progress: 11.8% ... Training loss: 0.260 ... Validation loss: 0.453[[-0.04678096]
 [ 0.30921503]
 [-0.17093003]
 [ 0.83822299]
 [ 0.29863586]
 [-0.01653126]
 [-0.88793678]
 [-1.00846188]
 [-0.735399  ]
 [-1.03649715]
 [ 1.13845124]
 [ 2.84132531]
 [-1.71860073]]
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Progress: 11.8% ... Training loss: 0.264 ... Validation loss: 0.444[[-0.06081415]
 [ 0.29295131]
 [-0.18048692]
 [ 0.81301662]
 [ 0.28019726]
 [-0.02675332]
 [-0.90575425]
 [-1.02621529]
 [-0.75260605]
 [-1.05149164]
 [ 1.10891977]
 [ 2.79472438]
 [-1.75160748]]
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Progress: 11.9% ... Training loss: 0.273 ... Validation loss: 0.469[[-0.03922021]
 [ 0.31208783]
 [-0.16214331]
 [ 0.85140922]
 [ 0.30223087]
 [-0.00728068]
 [-0.87274421]
 [-0.99080033]
 [-0.71794499]
 [-1.02015308]
 [ 1.15896703]
 [ 2.85843403]
 [-1.69339667]]
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   -1.88627736e-01  -5.03251556e-01  -2.33736797e-01  -1.53638811e-01
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Progress: 11.9% ... Training loss: 0.284 ... Validation loss: 0.446[[-0.06444903]
 [ 0.27397959]
 [-0.18920704]
 [ 0.79859974]
 [ 0.26249328]
 [-0.02879772]
 [-0.91320859]
 [-1.03749393]
 [-0.75703077]
 [-1.06510609]
 [ 1.08186594]
 [ 2.73146143]
 [-1.76593079]]
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Progress: 12.0% ... Training loss: 0.339 ... Validation loss: 0.541[[-0.01917244]
 [ 0.32823996]
 [-0.1452238 ]
 [ 0.88118178]
 [ 0.32037419]
 [ 0.01545724]
 [-0.83877993]
 [-0.96125952]
 [-0.68114512]
 [-0.99101815]
 [ 1.18794757]
 [ 2.88026736]
 [-1.63861482]]
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Progress: 12.1% ... Training loss: 0.351 ... Validation loss: 0.461[[-0.05560645]
 [ 0.28315726]
 [-0.17929841]
 [ 0.82145451]
 [ 0.27419007]
 [-0.02023102]
 [-0.8950678 ]
 [-1.02331331]
 [-0.74305417]
 [-1.04730173]
 [ 1.11117681]
 [ 2.77341131]
 [-1.72968483]]
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Progress: 12.1% ... Training loss: 0.282 ... Validation loss: 0.492[[-0.0310703 ]
 [ 0.32151445]
 [-0.15074347]
 [ 0.8647002 ]
 [ 0.31176973]
 [ 0.00573566]
 [-0.85857517]
 [-0.96754024]
 [-0.70536119]
 [-1.00033955]
 [ 1.17201518]
 [ 2.85922938]
 [-1.67520989]]
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Progress: 12.2% ... Training loss: 0.298 ... Validation loss: 0.448[[-0.05831356]
 [ 0.28405264]
 [-0.18052706]
 [ 0.8175027 ]
 [ 0.27730784]
 [-0.02272995]
 [-0.89993625]
 [-1.01392359]
 [-0.74342032]
 [-1.04891398]
 [ 1.10361047]
 [ 2.76445663]
 [-1.73945622]]
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Progress: 12.2% ... Training loss: 0.282 ... Validation loss: 0.485[[-0.05366063]
 [ 0.30146167]
 [-0.16407575]
 [ 0.84832286]
 [ 0.29569687]
 [-0.01423264]
 [-0.87195008]
 [-0.98245883]
 [-0.7159923 ]
 [-1.02137851]
 [ 1.14879338]
 [ 2.83685033]
 [-1.6822507 ]]
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Progress: 12.2% ... Training loss: 0.281 ... Validation loss: 0.441[[-0.05596152]
 [ 0.29120204]
 [-0.17329484]
 [ 0.83106157]
 [ 0.28452171]
 [-0.01579104]
 [-0.88715647]
 [-0.99986276]
 [-0.72993876]
 [-1.04046019]
 [ 1.12316574]
 [ 2.79944652]
 [-1.72468215]]
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Progress: 12.3% ... Training loss: 0.262 ... Validation loss: 0.458[[-0.06432753]
 [ 0.28889624]
 [-0.17468536]
 [ 0.83175476]
 [ 0.28541982]
 [-0.01837135]
 [-0.88165445]
 [-1.00334547]
 [-0.72238994]
 [-1.04151906]
 [ 1.12580901]
 [ 2.81261566]
 [-1.70624534]]
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Progress: 12.3% ... Training loss: 0.264 ... Validation loss: 0.454[[-0.0590286 ]
 [ 0.28928739]
 [-0.16806104]
 [ 0.83636148]
 [ 0.2869815 ]
 [-0.01093916]
 [-0.87735023]
 [-0.99121967]
 [-0.71940651]
 [-1.0328132 ]
 [ 1.12357337]
 [ 2.79843221]
 [-1.70594941]]
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Progress: 12.4% ... Training loss: 0.261 ... Validation loss: 0.456[[-0.07163796]
 [ 0.26774902]
 [-0.18034661]
 [ 0.80343863]
 [ 0.26450019]
 [-0.02415672]
 [-0.90237689]
 [-1.01151572]
 [-0.74538192]
 [-1.04751165]
 [ 1.08068946]
 [ 2.73356372]
 [-1.75148902]]
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Progress: 12.4% ... Training loss: 0.312 ... Validation loss: 0.502[[-0.03472441]
 [ 0.31303477]
 [-0.14487356]
 [ 0.87261969]
 [ 0.30723408]
 [ 0.00780436]
 [-0.83605632]
 [-0.94811072]
 [-0.68258701]
 [-0.98595968]
 [ 1.17124502]
 [ 2.87631969]
 [-1.63673314]]
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Progress: 12.5% ... Training loss: 0.373 ... Validation loss: 0.484[[-0.07086434]
 [ 0.26698572]
 [-0.18210189]
 [ 0.80235989]
 [ 0.26320894]
 [-0.02489987]
 [-0.90242129]
 [-1.01621034]
 [-0.74183634]
 [-1.05089658]
 [ 1.07957689]
 [ 2.74575075]
 [-1.73911955]]
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   -1.84643009e-01  -4.98431793e-01  -2.46257481e-01  -1.77747323e-01
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Progress: 12.6% ... Training loss: 0.297 ... Validation loss: 0.493[[ -4.27520635e-02]
 [  2.99513508e-01]
 [ -1.57697302e-01]
 [  8.50734256e-01]
 [  2.96474769e-01]
 [  1.32602183e-03]
 [ -8.53797575e-01]
 [ -9.67320861e-01]
 [ -6.90778334e-01]
 [ -1.00629280e+00]
 [  1.14580155e+00]
 [  2.83641249e+00]
 [ -1.65639909e+00]]
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Progress: 12.6% ... Training loss: 0.297 ... Validation loss: 0.452[[-0.06357076]
 [ 0.27018331]
 [-0.1746248 ]
 [ 0.80904251]
 [ 0.27043374]
 [-0.01363726]
 [-0.88814833]
 [-1.00011097]
 [-0.72879732]
 [-1.02984387]
 [ 1.09076608]
 [ 2.74743417]
 [-1.72104892]]
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Progress: 12.7% ... Training loss: 0.273 ... Validation loss: 0.466[[-0.04580428]
 [ 0.29363819]
 [-0.1562032 ]
 [ 0.84544665]
 [ 0.29236519]
 [ 0.00470208]
 [-0.8540198 ]
 [-0.97035958]
 [-0.69131664]
 [-1.00724303]
 [ 1.13710038]
 [ 2.8119154 ]
 [-1.66895322]]
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Progress: 12.7% ... Training loss: 0.280 ... Validation loss: 0.446[[-0.06314243]
 [ 0.27115228]
 [-0.1755657 ]
 [ 0.82196197]
 [ 0.27400009]
 [-0.01337667]
 [-0.87589179]
 [-0.99379935]
 [-0.71716   ]
 [-1.0357483 ]
 [ 1.10515583]
 [ 2.77673668]
 [-1.71292092]]
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Progress: 12.8% ... Training loss: 0.263 ... Validation loss: 0.463[[-0.06094432]
 [ 0.26841823]
 [-0.17956457]
 [ 0.81340725]
 [ 0.26579974]
 [-0.01198549]
 [-0.88248245]
 [-1.0071197 ]
 [-0.72449804]
 [-1.03831155]
 [ 1.0842191 ]
 [ 2.72092343]
 [-1.74142996]]
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Progress: 12.8% ... Training loss: 0.304 ... Validation loss: 0.496[[-0.03481965]
 [ 0.30298356]
 [-0.15010043]
 [ 0.85348305]
 [ 0.29739569]
 [ 0.01077505]
 [-0.84055758]
 [-0.95563453]
 [-0.68049506]
 [-0.98897787]
 [ 1.13435782]
 [ 2.80137796]
 [-1.66663698]]
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Progress: 12.8% ... Training loss: 0.280 ... Validation loss: 0.452[[-0.05359822]
 [ 0.27492115]
 [-0.17000763]
 [ 0.81863578]
 [ 0.26828216]
 [-0.00849242]
 [-0.87333665]
 [-0.99683557]
 [-0.7124221 ]
 [-1.01617085]
 [ 1.08102733]
 [ 2.71356977]
 [-1.7227045 ]]
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   -1.87919054e-01  -5.05459435e-01  -2.42045340e-01  -1.63928986e-01
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    7.26346328e-02  -5.40421676e-02  -3.79486651e-01  -1.67974295e-01
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Progress: 12.9% ... Training loss: 0.274 ... Validation loss: 0.483[[ -4.83691377e-02]
 [  2.86927917e-01]
 [ -1.59583505e-01]
 [  8.25402231e-01]
 [  2.79236614e-01]
 [ -1.84942752e-04]
 [ -8.57708549e-01]
 [ -9.78181774e-01]
 [ -6.95966780e-01]
 [ -9.94781050e-01]
 [  1.09573086e+00]
 [  2.74414498e+00]
 [ -1.69101839e+00]]
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Progress: 12.9% ... Training loss: 0.257 ... Validation loss: 0.458[[-0.03115008]
 [ 0.30991465]
 [-0.140594  ]
 [ 0.8594962 ]
 [ 0.30295342]
 [ 0.01684573]
 [-0.83761422]
 [-0.94647427]
 [-0.67333711]
 [-0.96475844]
 [ 1.1461871 ]
 [ 2.82235164]
 [-1.66183375]]
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Progress: 13.0% ... Training loss: 0.301 ... Validation loss: 0.454[[-0.05376181]
 [ 0.28045446]
 [-0.16694281]
 [ 0.8240411 ]
 [ 0.27476475]
 [-0.00646951]
 [-0.87558559]
 [-0.9997871 ]
 [-0.70630242]
 [-1.00908777]
 [ 1.09504282]
 [ 2.75516446]
 [-1.71779553]]
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   -9.67815993e-02  -1.48253229e-01  -7.38360973e-02   7.17650678e-03
   -1.86069694e-01  -5.00049795e-01  -2.50199174e-01  -1.79435686e-01
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 [ -1.21313787e-01   1.07323576e-02  -2.39346087e-01  -4.73960225e-01
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    6.99685634e-02  -5.78407088e-02  -3.77120588e-01  -1.64412323e-01
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Progress: 13.1% ... Training loss: 0.264 ... Validation loss: 0.474[[ -4.84576565e-02]
 [  2.85470698e-01]
 [ -1.60532721e-01]
 [  8.38349543e-01]
 [  2.81026117e-01]
 [  4.94469363e-04]
 [ -8.58958950e-01]
 [ -9.87492765e-01]
 [ -6.97716771e-01]
 [ -9.98464835e-01]
 [  1.10715842e+00]
 [  2.77309646e+00]
 [ -1.70290187e+00]]
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Progress: 13.1% ... Training loss: 0.258 ... Validation loss: 0.463[[-0.04382382]
 [ 0.29564733]
 [-0.15428734]
 [ 0.84791029]
 [ 0.29080691]
 [ 0.00563647]
 [-0.84957214]
 [-0.97656943]
 [-0.68731452]
 [-0.98535254]
 [ 1.12597198]
 [ 2.81943306]
 [-1.69864913]]
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Progress: 13.2% ... Training loss: 0.262 ... Validation loss: 0.445[[-0.04826988]
 [ 0.29314018]
 [-0.15399397]
 [ 0.83778914]
 [ 0.28763543]
 [ 0.00370346]
 [-0.85956944]
 [-0.97817812]
 [-0.69685166]
 [-0.98647589]
 [ 1.12096178]
 [ 2.81200065]
 [-1.72559242]]
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Progress: 13.2% ... Training loss: 0.258 ... Validation loss: 0.444[[-0.04786286]
 [ 0.29248477]
 [-0.15366391]
 [ 0.83727734]
 [ 0.28666604]
 [ 0.00298368]
 [-0.85840228]
 [-0.97892773]
 [-0.6971232 ]
 [-0.98892869]
 [ 1.12448631]
 [ 2.8235491 ]
 [-1.72778044]]
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   -1.85319950e-01  -5.01118387e-01  -2.50855341e-01  -1.85594461e-01
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Progress: 13.2% ... Training loss: 0.257 ... Validation loss: 0.442[[ -4.75323418e-02]
 [  2.86579319e-01]
 [ -1.59173417e-01]
 [  8.31471045e-01]
 [  2.82273549e-01]
 [  9.60935272e-04]
 [ -8.63607112e-01]
 [ -9.90818352e-01]
 [ -6.97896033e-01]
 [ -9.95724233e-01]
 [  1.11627654e+00]
 [  2.80837821e+00]
 [ -1.74090481e+00]]
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Progress: 13.3% ... Training loss: 0.257 ... Validation loss: 0.452[[-0.03989868]
 [ 0.30018109]
 [-0.15089395]
 [ 0.84788078]
 [ 0.29677651]
 [ 0.00801085]
 [-0.84508876]
 [-0.97835161]
 [-0.680246  ]
 [-0.98127687]
 [ 1.13803132]
 [ 2.84479729]
 [-1.70932674]]
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Progress: 13.3% ... Training loss: 0.270 ... Validation loss: 0.442[[-0.05641132]
 [ 0.27864618]
 [-0.16698197]
 [ 0.81807321]
 [ 0.27518922]
 [-0.00767679]
 [-0.87415842]
 [-1.00431235]
 [-0.71209279]
 [-1.00222015]
 [ 1.10593881]
 [ 2.79317948]
 [-1.75704518]]
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Progress: 13.4% ... Training loss: 0.266 ... Validation loss: 0.466[[-0.06090418]
 [ 0.2826444 ]
 [-0.16230974]
 [ 0.82781771]
 [ 0.28161807]
 [-0.00610323]
 [-0.8617192 ]
 [-0.98561525]
 [-0.70578328]
 [-0.99242747]
 [ 1.11891057]
 [ 2.81922498]
 [-1.72818166]]
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Progress: 13.4% ... Training loss: 0.254 ... Validation loss: 0.443[[-0.06328781]
 [ 0.27817462]
 [-0.16643452]
 [ 0.81570564]
 [ 0.27882254]
 [-0.00965092]
 [-0.86718706]
 [-0.9952163 ]
 [-0.70734177]
 [-0.99786417]
 [ 1.09920992]
 [ 2.79211121]
 [-1.74079044]]
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   -9.56948202e-02  -1.48334011e-01  -7.62310130e-02   9.79090702e-04
   -1.88279975e-01  -5.06558559e-01  -2.49026274e-01  -1.86867172e-01
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    6.50944629e-02  -7.43095173e-02  -3.65035333e-01  -1.18804402e-01
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Progress: 13.5% ... Training loss: 0.260 ... Validation loss: 0.463[[ -5.47056731e-02]
 [  2.87237972e-01]
 [ -1.56031451e-01]
 [  8.21262713e-01]
 [  2.85687177e-01]
 [ -2.10076864e-03]
 [ -8.54616710e-01]
 [ -9.71738501e-01]
 [ -6.95316285e-01]
 [ -9.72647597e-01]
 [  1.11135684e+00]
 [  2.80321011e+00]
 [ -1.71903770e+00]]
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Progress: 13.6% ... Training loss: 0.256 ... Validation loss: 0.447[[-0.0688445 ]
 [ 0.26674736]
 [-0.16661549]
 [ 0.80167339]
 [ 0.26463692]
 [-0.01592043]
 [-0.87148625]
 [-0.98969378]
 [-0.71462295]
 [-0.98653592]
 [ 1.08217879]
 [ 2.75342781]
 [-1.74221464]]
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Progress: 13.6% ... Training loss: 0.266 ... Validation loss: 0.475[[-0.04523553]
 [ 0.29007654]
 [-0.14556723]
 [ 0.83694415]
 [ 0.28875673]
 [ 0.00753644]
 [-0.84217676]
 [-0.95598703]
 [-0.68276768]
 [-0.95460746]
 [ 1.12164444]
 [ 2.81414594]
 [-1.69839033]]
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Progress: 13.7% ... Training loss: 0.267 ... Validation loss: 0.447[[-0.06919837]
 [ 0.26647091]
 [-0.16517195]
 [ 0.80530985]
 [ 0.26331383]
 [-0.01359838]
 [-0.8730441 ]
 [-0.99048648]
 [-0.71205137]
 [-0.98862891]
 [ 1.08119582]
 [ 2.75277565]
 [-1.74531854]]
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Progress: 13.7% ... Training loss: 0.264 ... Validation loss: 0.472[[-0.06301246]
 [ 0.27418881]
 [-0.15810213]
 [ 0.81884779]
 [ 0.27183543]
 [-0.00924188]
 [-0.85262608]
 [-0.97065046]
 [-0.6943057 ]
 [-0.9732093 ]
 [ 1.10631008]
 [ 2.79599584]
 [-1.71198058]]
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Progress: 13.8% ... Training loss: 0.261 ... Validation loss: 0.446[[-0.0639852 ]
 [ 0.27017957]
 [-0.16327932]
 [ 0.80953434]
 [ 0.2648171 ]
 [-0.01107773]
 [-0.86410968]
 [-0.98317904]
 [-0.70714331]
 [-0.98280441]
 [ 1.08798437]
 [ 2.7581303 ]
 [-1.74853931]]
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   -1.87104686e-01  -5.03893873e-01  -2.51035789e-01  -1.98991147e-01
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Progress: 13.8% ... Training loss: 0.265 ... Validation loss: 0.467[[ -5.47481100e-02]
 [  2.92413325e-01]
 [ -1.50281493e-01]
 [  8.36942960e-01]
 [  2.81821533e-01]
 [ -1.61713631e-03]
 [ -8.42688841e-01]
 [ -9.58053495e-01]
 [ -6.85141726e-01]
 [ -9.64499790e-01]
 [  1.12056448e+00]
 [  2.81209184e+00]
 [ -1.70733154e+00]]
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Progress: 13.8% ... Training loss: 0.267 ... Validation loss: 0.442[[-0.06254635]
 [ 0.27934641]
 [-0.15939931]
 [ 0.82298745]
 [ 0.26949326]
 [-0.0094334 ]
 [-0.86213966]
 [-0.9806231 ]
 [-0.70566645]
 [-0.98214262]
 [ 1.10257705]
 [ 2.77878938]
 [-1.74102146]]
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   -9.44667205e-02  -1.48451059e-01  -8.26023114e-02  -1.91027475e-03
   -1.92962081e-01  -5.09637205e-01  -2.42896240e-01  -1.78806926e-01
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Progress: 13.9% ... Training loss: 0.258 ... Validation loss: 0.462[[ -5.39508615e-02]
 [  2.88353715e-01]
 [ -1.49973853e-01]
 [  8.45170011e-01]
 [  2.82139675e-01]
 [ -1.26317666e-03]
 [ -8.45064295e-01]
 [ -9.64527600e-01]
 [ -6.93749672e-01]
 [ -9.65095784e-01]
 [  1.13000209e+00]
 [  2.82403013e+00]
 [ -1.71084662e+00]]
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Progress: 13.9% ... Training loss: 0.264 ... Validation loss: 0.442[[-0.07881732]
 [ 0.26869355]
 [-0.16694598]
 [ 0.82209393]
 [ 0.26632609]
 [-0.02197219]
 [-0.87220642]
 [-0.99097992]
 [-0.72313332]
 [-0.99515416]
 [ 1.1122527 ]
 [ 2.8098575 ]
 [-1.7622272 ]]
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Progress: 14.0% ... Training loss: 0.259 ... Validation loss: 0.448[[-0.06927138]
 [ 0.27576193]
 [-0.16231134]
 [ 0.82888421]
 [ 0.27048425]
 [-0.01544588]
 [-0.86474799]
 [-0.99034629]
 [-0.70890678]
 [-0.99183386]
 [ 1.11181808]
 [ 2.80509281]
 [-1.75767782]]
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Progress: 14.1% ... Training loss: 0.255 ... Validation loss: 0.457[[-0.05419267]
 [ 0.29233071]
 [-0.15063075]
 [ 0.85286636]
 [ 0.28790822]
 [-0.00332851]
 [-0.84078483]
 [-0.96235711]
 [-0.68213678]
 [-0.9725906 ]
 [ 1.14302448]
 [ 2.85724054]
 [-1.72871426]]
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Progress: 14.1% ... Training loss: 0.277 ... Validation loss: 0.437[[-0.07882759]
 [ 0.27328972]
 [-0.16823721]
 [ 0.82741091]
 [ 0.26461305]
 [-0.02238626]
 [-0.87205925]
 [-0.99302665]
 [-0.712378  ]
 [-1.00800615]
 [ 1.10508996]
 [ 2.81272045]
 [-1.75910887]]
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Progress: 14.2% ... Training loss: 0.260 ... Validation loss: 0.463[[-0.06043532]
 [ 0.29333837]
 [-0.15213545]
 [ 0.85380286]
 [ 0.28301094]
 [-0.00620502]
 [-0.84924418]
 [-0.96157687]
 [-0.68938069]
 [-0.97659997]
 [ 1.13973443]
 [ 2.86206325]
 [-1.73272358]]
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Progress: 14.2% ... Training loss: 0.270 ... Validation loss: 0.438[[-0.06808222]
 [ 0.27457618]
 [-0.16604144]
 [ 0.83157692]
 [ 0.2654823 ]
 [-0.01793833]
 [-0.87460636]
 [-0.99459196]
 [-0.70504017]
 [-1.00288113]
 [ 1.10318294]
 [ 2.80293683]
 [-1.7716674 ]]
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Progress: 14.2% ... Training loss: 0.261 ... Validation loss: 0.470[[-0.06174713]
 [ 0.28037234]
 [-0.16175057]
 [ 0.84407693]
 [ 0.27120822]
 [-0.01231134]
 [-0.8650723 ]
 [-0.98143191]
 [-0.69486191]
 [-0.99063119]
 [ 1.11754861]
 [ 2.80732461]
 [-1.76276212]]
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Progress: 14.3% ... Training loss: 0.253 ... Validation loss: 0.455[[ -4.91254843e-02]
 [  2.97106945e-01]
 [ -1.50242160e-01]
 [  8.68995191e-01]
 [  2.89858793e-01]
 [  6.88747948e-05]
 [ -8.40997453e-01]
 [ -9.56941697e-01]
 [ -6.70247961e-01]
 [ -9.73054861e-01]
 [  1.14851488e+00]
 [  2.86266625e+00]
 [ -1.72565526e+00]]
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Progress: 14.3% ... Training loss: 0.277 ... Validation loss: 0.446[[-0.07130994]
 [ 0.25738422]
 [-0.17706123]
 [ 0.81728738]
 [ 0.25427883]
 [-0.02188592]
 [-0.88683559]
 [-1.00931486]
 [-0.71802847]
 [-1.00983889]
 [ 1.08097998]
 [ 2.74446926]
 [-1.81983881]]
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Progress: 14.4% ... Training loss: 0.327 ... Validation loss: 0.502[[-0.0388244 ]
 [ 0.30297371]
 [-0.14263831]
 [ 0.87042115]
 [ 0.29733571]
 [ 0.01043205]
 [-0.82419291]
 [-0.94348764]
 [-0.65841351]
 [-0.94916877]
 [ 1.1436363 ]
 [ 2.82653725]
 [-1.72008412]]
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Progress: 14.4% ... Training loss: 0.268 ... Validation loss: 0.449[[ -5.15033193e-02]
 [  2.95881648e-01]
 [ -1.52331332e-01]
 [  8.65987234e-01]
 [  2.91656112e-01]
 [  1.20457412e-05]
 [ -8.40609412e-01]
 [ -9.63576555e-01]
 [ -6.67568887e-01]
 [ -9.70748562e-01]
 [  1.14686399e+00]
 [  2.84074453e+00]
 [ -1.73660244e+00]]
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   -1.92297551e-01  -5.10516584e-01  -2.46024618e-01  -1.79765299e-01
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    8.00648991e-02  -7.51912377e-02  -3.96013862e-01  -1.74971726e-01
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Progress: 14.5% ... Training loss: 0.260 ... Validation loss: 0.436[[ -5.56798710e-02]
 [  2.92252301e-01]
 [ -1.55876962e-01]
 [  8.62184691e-01]
 [  2.89559171e-01]
 [ -9.51918234e-04]
 [ -8.45480916e-01]
 [ -9.75831934e-01]
 [ -6.74940490e-01]
 [ -9.76739121e-01]
 [  1.14544972e+00]
 [  2.84416832e+00]
 [ -1.75771161e+00]]
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Progress: 14.6% ... Training loss: 0.252 ... Validation loss: 0.438[[-0.06801408]
 [ 0.27242445]
 [-0.16650287]
 [ 0.83981351]
 [ 0.27176291]
 [-0.01132064]
 [-0.86621816]
 [-0.99097782]
 [-0.69910089]
 [-0.98954474]
 [ 1.11602369]
 [ 2.78616543]
 [-1.80071245]]
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Progress: 14.6% ... Training loss: 0.281 ... Validation loss: 0.470[[-0.06005651]
 [ 0.28633724]
 [-0.15557166]
 [ 0.85910306]
 [ 0.28592447]
 [-0.00311239]
 [-0.83831254]
 [-0.96477455]
 [-0.67223238]
 [-0.96631875]
 [ 1.14594595]
 [ 2.83591519]
 [-1.74876188]]
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Progress: 14.7% ... Training loss: 0.253 ... Validation loss: 0.438[[-0.07496047]
 [ 0.27143899]
 [-0.16439379]
 [ 0.84193794]
 [ 0.27041531]
 [-0.01999291]
 [-0.85519275]
 [-0.97992631]
 [-0.68798906]
 [-0.98081324]
 [ 1.13335139]
 [ 2.83459653]
 [-1.76132772]]
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Progress: 14.7% ... Training loss: 0.252 ... Validation loss: 0.437[[-0.06999128]
 [ 0.27352577]
 [-0.16335717]
 [ 0.85224939]
 [ 0.27260629]
 [-0.01872757]
 [-0.85376467]
 [-0.98242465]
 [-0.68605189]
 [-0.98159716]
 [ 1.14158584]
 [ 2.84697391]
 [-1.75991374]]
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Progress: 14.8% ... Training loss: 0.250 ... Validation loss: 0.439[[-0.07283608]
 [ 0.27451082]
 [-0.16649783]
 [ 0.85355085]
 [ 0.2711978 ]
 [-0.02048669]
 [-0.85445666]
 [-0.98969958]
 [-0.68600936]
 [-0.98574022]
 [ 1.14037917]
 [ 2.85247252]
 [-1.76208711]]
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Progress: 14.8% ... Training loss: 0.252 ... Validation loss: 0.441[[-0.07066772]
 [ 0.27164269]
 [-0.16526089]
 [ 0.85624725]
 [ 0.26835526]
 [-0.01726305]
 [-0.85290257]
 [-0.98738969]
 [-0.68546646]
 [-0.97666868]
 [ 1.14710453]
 [ 2.844854  ]
 [-1.76155155]]
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Progress: 14.8% ... Training loss: 0.250 ... Validation loss: 0.441[[-0.0696391 ]
 [ 0.27179066]
 [-0.16460558]
 [ 0.86255298]
 [ 0.26943212]
 [-0.01584881]
 [-0.84838786]
 [-0.98243679]
 [-0.68343783]
 [-0.97479881]
 [ 1.15549452]
 [ 2.86397843]
 [-1.75970234]]
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Progress: 14.9% ... Training loss: 0.251 ... Validation loss: 0.434[[-0.07793358]
 [ 0.26192387]
 [-0.17542476]
 [ 0.84603146]
 [ 0.25898021]
 [-0.02365707]
 [-0.8605505 ]
 [-0.99016691]
 [-0.69634517]
 [-0.98819443]
 [ 1.13496096]
 [ 2.82612236]
 [-1.78299999]]
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Progress: 14.9% ... Training loss: 0.254 ... Validation loss: 0.444[[-0.06541232]
 [ 0.27421168]
 [-0.16482195]
 [ 0.86713523]
 [ 0.27450922]
 [-0.01194794]
 [-0.84433202]
 [-0.97216631]
 [-0.67955924]
 [-0.96853725]
 [ 1.15540335]
 [ 2.85520629]
 [-1.75745517]]
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Progress: 15.0% ... Training loss: 0.252 ... Validation loss: 0.440[[-0.06796914]
 [ 0.27798931]
 [-0.16478716]
 [ 0.86537672]
 [ 0.27509855]
 [-0.01566743]
 [-0.84822828]
 [-0.97227278]
 [-0.67647136]
 [-0.97158779]
 [ 1.15554688]
 [ 2.86271742]
 [-1.7574401 ]]
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Progress: 15.1% ... Training loss: 0.253 ... Validation loss: 0.433[[-0.07139467]
 [ 0.27928059]
 [-0.16533908]
 [ 0.8678947 ]
 [ 0.2791638 ]
 [-0.0176594 ]
 [-0.85137575]
 [-0.97251824]
 [-0.67768862]
 [-0.97226951]
 [ 1.15967259]
 [ 2.88234918]
 [-1.75898073]]
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Progress: 15.1% ... Training loss: 0.258 ... Validation loss: 0.429[[-0.0765155 ]
 [ 0.26698799]
 [-0.1746378 ]
 [ 0.84879572]
 [ 0.26786579]
 [-0.02207595]
 [-0.87407059]
 [-0.99757319]
 [-0.69623174]
 [-0.99341215]
 [ 1.13081455]
 [ 2.8383666 ]
 [-1.80796939]]
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Progress: 15.2% ... Training loss: 0.262 ... Validation loss: 0.441[[-0.0764937 ]
 [ 0.27740428]
 [-0.16964746]
 [ 0.86381504]
 [ 0.27785205]
 [-0.01877161]
 [-0.85788609]
 [-0.98223309]
 [-0.68253169]
 [-0.98514451]
 [ 1.14939386]
 [ 2.86198734]
 [-1.77958343]]
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Progress: 15.2% ... Training loss: 0.250 ... Validation loss: 0.426[[-0.0797534 ]
 [ 0.27495609]
 [-0.17319962]
 [ 0.85924751]
 [ 0.27487389]
 [-0.02373991]
 [-0.86468736]
 [-0.98873317]
 [-0.68607658]
 [-0.98836414]
 [ 1.14384343]
 [ 2.85031371]
 [-1.79042843]]
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Progress: 15.2% ... Training loss: 0.251 ... Validation loss: 0.433[[-0.06777905]
 [ 0.2892391 ]
 [-0.16156894]
 [ 0.88140487]
 [ 0.28942607]
 [-0.01313591]
 [-0.84685961]
 [-0.97021199]
 [-0.66665907]
 [-0.96597709]
 [ 1.17069389]
 [ 2.90068268]
 [-1.76895755]]
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Progress: 15.3% ... Training loss: 0.269 ... Validation loss: 0.422[[-0.08152181]
 [ 0.26174271]
 [-0.17640659]
 [ 0.8566373 ]
 [ 0.26873128]
 [-0.02925262]
 [-0.87609834]
 [-0.99600682]
 [-0.69667433]
 [-0.98731145]
 [ 1.14322938]
 [ 2.85866375]
 [-1.82412657]]
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Progress: 15.3% ... Training loss: 0.260 ... Validation loss: 0.434[[-0.07336281]
 [ 0.27340669]
 [-0.16738636]
 [ 0.87091566]
 [ 0.28274253]
 [-0.01948203]
 [-0.84953284]
 [-0.96681075]
 [-0.66972893]
 [-0.96738858]
 [ 1.16471515]
 [ 2.90595963]
 [-1.78091881]]
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Progress: 15.4% ... Training loss: 0.278 ... Validation loss: 0.438[[-0.09230818]
 [ 0.25292701]
 [-0.18476454]
 [ 0.84338623]
 [ 0.26083252]
 [-0.03818075]
 [-0.88139507]
 [-1.00473319]
 [-0.69727302]
 [-1.00476869]
 [ 1.12968687]
 [ 2.85651764]
 [-1.8276624 ]]
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Progress: 15.4% ... Training loss: 0.255 ... Validation loss: 0.439[[-0.09575664]
 [ 0.25689783]
 [-0.18056085]
 [ 0.84596359]
 [ 0.26667844]
 [-0.03703786]
 [-0.87033848]
 [-0.99225759]
 [-0.68465856]
 [-1.00058374]
 [ 1.13135329]
 [ 2.86236144]
 [-1.79782746]]
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Progress: 15.5% ... Training loss: 0.254 ... Validation loss: 0.443[[-0.07544555]
 [ 0.26640449]
 [-0.1671912 ]
 [ 0.87084747]
 [ 0.27945925]
 [-0.0197624 ]
 [-0.85268183]
 [-0.97366554]
 [-0.66761306]
 [-0.98271264]
 [ 1.14719443]
 [ 2.88326948]
 [-1.77367802]]
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Progress: 15.6% ... Training loss: 0.256 ... Validation loss: 0.436[[-0.08585756]
 [ 0.25003487]
 [-0.17901777]
 [ 0.84612083]
 [ 0.26498448]
 [-0.0311904 ]
 [-0.87901688]
 [-1.00059641]
 [-0.69117604]
 [-1.00007147]
 [ 1.11360675]
 [ 2.83218384]
 [-1.82390675]]
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Progress: 15.6% ... Training loss: 0.275 ... Validation loss: 0.475[[-0.08198978]
 [ 0.26510551]
 [-0.16726323]
 [ 0.86264911]
 [ 0.27795532]
 [-0.02141266]
 [-0.85819091]
 [-0.97521278]
 [-0.67419168]
 [-0.97722619]
 [ 1.13520214]
 [ 2.8583873 ]
 [-1.79286065]]
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Progress: 15.7% ... Training loss: 0.251 ... Validation loss: 0.441[[-0.07809225]
 [ 0.26673987]
 [-0.16486266]
 [ 0.86835634]
 [ 0.28181528]
 [-0.01698941]
 [-0.85057447]
 [-0.97328777]
 [-0.66605662]
 [-0.97246442]
 [ 1.14067489]
 [ 2.8646657 ]
 [-1.7903279 ]]
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Progress: 15.7% ... Training loss: 0.250 ... Validation loss: 0.430[[-0.08447469]
 [ 0.25926672]
 [-0.17154843]
 [ 0.85943928]
 [ 0.27773165]
 [-0.02287054]
 [-0.85384943]
 [-0.9775247 ]
 [-0.67060387]
 [-0.9824142 ]
 [ 1.13438653]
 [ 2.86054009]
 [-1.79381158]]
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Progress: 15.8% ... Training loss: 0.248 ... Validation loss: 0.434[[-0.07371844]
 [ 0.27445004]
 [-0.16040925]
 [ 0.87892953]
 [ 0.29161023]
 [-0.01235281]
 [-0.83832494]
 [-0.95573938]
 [-0.65307172]
 [-0.96564033]
 [ 1.16056998]
 [ 2.89810836]
 [-1.76421582]]
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Progress: 15.8% ... Training loss: 0.270 ... Validation loss: 0.421[[-0.09411074]
 [ 0.25930344]
 [-0.17577259]
 [ 0.86312785]
 [ 0.27392349]
 [-0.03093662]
 [-0.86425901]
 [-0.98456684]
 [-0.67717079]
 [-0.99509815]
 [ 1.1494721 ]
 [ 2.87690674]
 [-1.79902425]]
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Progress: 15.8% ... Training loss: 0.249 ... Validation loss: 0.435[[-0.09529644]
 [ 0.25531096]
 [-0.17297368]
 [ 0.85504687]
 [ 0.26943759]
 [-0.03058893]
 [-0.86773015]
 [-0.980922  ]
 [-0.68113535]
 [-0.98688228]
 [ 1.14135519]
 [ 2.8605857 ]
 [-1.80359598]]
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Progress: 15.9% ... Training loss: 0.250 ... Validation loss: 0.438[[-0.08765968]
 [ 0.26737557]
 [-0.16650384]
 [ 0.8707307 ]
 [ 0.27974737]
 [-0.02346387]
 [-0.85798308]
 [-0.96794362]
 [-0.66494023]
 [-0.98047011]
 [ 1.15887812]
 [ 2.88435639]
 [-1.78909468]]
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Progress: 15.9% ... Training loss: 0.255 ... Validation loss: 0.424[[-0.0931059 ]
 [ 0.25312606]
 [-0.17375891]
 [ 0.85338972]
 [ 0.26870507]
 [-0.02894608]
 [-0.87084155]
 [-0.98739581]
 [-0.67710482]
 [-0.99402915]
 [ 1.13394019]
 [ 2.84683824]
 [-1.81780422]]
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Progress: 16.0% ... Training loss: 0.258 ... Validation loss: 0.460[[-0.07448836]
 [ 0.2798638 ]
 [-0.15380308]
 [ 0.89099948]
 [ 0.29689642]
 [-0.00892037]
 [-0.83787487]
 [-0.94726972]
 [-0.647438  ]
 [-0.95891667]
 [ 1.17999736]
 [ 2.92090594]
 [-1.76305636]]
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Progress: 16.1% ... Training loss: 0.279 ... Validation loss: 0.420[[-0.08343284]
 [ 0.26591955]
 [-0.16449758]
 [ 0.86593176]
 [ 0.28185736]
 [-0.01787889]
 [-0.85968628]
 [-0.96190963]
 [-0.66503615]
 [-0.97394984]
 [ 1.15237231]
 [ 2.88511118]
 [-1.80119276]]
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Progress: 16.1% ... Training loss: 0.248 ... Validation loss: 0.429[[-0.09316048]
 [ 0.25442629]
 [-0.17158856]
 [ 0.85316313]
 [ 0.271954  ]
 [-0.02613986]
 [-0.87307539]
 [-0.97456195]
 [-0.67891445]
 [-0.98939057]
 [ 1.13266952]
 [ 2.86111334]
 [-1.81877734]]
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Progress: 16.1% ... Training loss: 0.254 ... Validation loss: 0.453[[-0.07819713]
 [ 0.27980014]
 [-0.15540805]
 [ 0.88999277]
 [ 0.29552961]
 [-0.01060111]
 [-0.84257843]
 [-0.945583  ]
 [-0.64535969]
 [-0.96985172]
 [ 1.17823113]
 [ 2.92579963]
 [-1.77405143]]
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Progress: 16.2% ... Training loss: 0.278 ... Validation loss: 0.422[[-0.09681795]
 [ 0.25657541]
 [-0.17304453]
 [ 0.85727793]
 [ 0.27385777]
 [-0.0269843 ]
 [-0.87084427]
 [-0.97475624]
 [-0.67229565]
 [-0.99743895]
 [ 1.13746466]
 [ 2.86477992]
 [-1.82571524]]
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Progress: 16.2% ... Training loss: 0.251 ... Validation loss: 0.442[[-0.08741677]
 [ 0.26545808]
 [-0.16708746]
 [ 0.86936802]
 [ 0.28176534]
 [-0.01715834]
 [-0.85476372]
 [-0.96223353]
 [-0.65580931]
 [-0.98575696]
 [ 1.14846776]
 [ 2.88194211]
 [-1.80542251]]
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Progress: 16.3% ... Training loss: 0.249 ... Validation loss: 0.430[[-0.0921116 ]
 [ 0.25427525]
 [-0.17242374]
 [ 0.85118029]
 [ 0.26754684]
 [-0.02476465]
 [-0.87346886]
 [-0.97834445]
 [-0.67168566]
 [-0.99109263]
 [ 1.12556387]
 [ 2.83789243]
 [-1.83816523]]
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Progress: 16.4% ... Training loss: 0.265 ... Validation loss: 0.457[[-0.08082471]
 [ 0.27378413]
 [-0.1561226 ]
 [ 0.87680757]
 [ 0.2875975 ]
 [-0.01180833]
 [-0.85055917]
 [-0.95090661]
 [-0.64676488]
 [-0.96833451]
 [ 1.15758513]
 [ 2.88647104]
 [-1.79046182]]
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Progress: 16.4% ... Training loss: 0.254 ... Validation loss: 0.426[[-0.09242165]
 [ 0.25772832]
 [-0.16732836]
 [ 0.85863592]
 [ 0.27382369]
 [-0.0231266 ]
 [-0.86310816]
 [-0.96786971]
 [-0.65883941]
 [-0.987634  ]
 [ 1.13491972]
 [ 2.85731991]
 [-1.80477628]]
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Progress: 16.4% ... Training loss: 0.249 ... Validation loss: 0.449[[-0.09049653]
 [ 0.2589608 ]
 [-0.1648081 ]
 [ 0.86521225]
 [ 0.2761582 ]
 [-0.01921986]
 [-0.84890293]
 [-0.95889578]
 [-0.65168396]
 [-0.9798632 ]
 [ 1.14122995]
 [ 2.86733922]
 [-1.79183032]]
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Progress: 16.5% ... Training loss: 0.247 ... Validation loss: 0.438[[-0.09263119]
 [ 0.26512103]
 [-0.16049037]
 [ 0.87198198]
 [ 0.28063455]
 [-0.02001448]
 [-0.84870858]
 [-0.95339149]
 [-0.65209346]
 [-0.9805381 ]
 [ 1.14547691]
 [ 2.87378861]
 [-1.77991597]]
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Progress: 16.6% ... Training loss: 0.251 ... Validation loss: 0.439[[-0.09919701]
 [ 0.24680321]
 [-0.16922041]
 [ 0.85104025]
 [ 0.26403686]
 [-0.02877485]
 [-0.86227034]
 [-0.9713966 ]
 [-0.66976121]
 [-0.99089043]
 [ 1.11098423]
 [ 2.82262018]
 [-1.81453688]]
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Progress: 16.6% ... Training loss: 0.268 ... Validation loss: 0.473[[-0.09945294]
 [ 0.2537588 ]
 [-0.16043009]
 [ 0.86728338]
 [ 0.2734224 ]
 [-0.02438709]
 [-0.8481419 ]
 [-0.95192741]
 [-0.65749457]
 [-0.97386209]
 [ 1.13535474]
 [ 2.85457286]
 [-1.78759466]]
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Progress: 16.6% ... Training loss: 0.249 ... Validation loss: 0.442[[-0.1018378 ]
 [ 0.25484863]
 [-0.15679801]
 [ 0.87041083]
 [ 0.27443655]
 [-0.02264595]
 [-0.84875543]
 [-0.94214394]
 [-0.6606614 ]
 [-0.96843831]
 [ 1.14231449]
 [ 2.86055381]
 [-1.78459926]]
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Progress: 16.7% ... Training loss: 0.252 ... Validation loss: 0.434[[-0.10331236]
 [ 0.24891413]
 [-0.16267524]
 [ 0.86707729]
 [ 0.26669732]
 [-0.02660337]
 [-0.84532595]
 [-0.95162641]
 [-0.65909937]
 [-0.97693238]
 [ 1.13699954]
 [ 2.84929063]
 [-1.79044088]]
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Progress: 16.8% ... Training loss: 0.247 ... Validation loss: 0.438[[-0.09102853]
 [ 0.25964028]
 [-0.15433611]
 [ 0.88554234]
 [ 0.27492019]
 [-0.01518319]
 [-0.82827685]
 [-0.94252289]
 [-0.64360918]
 [-0.97175992]
 [ 1.15190164]
 [ 2.86440266]
 [-1.77298175]]
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Progress: 16.8% ... Training loss: 0.251 ... Validation loss: 0.433[[-0.09971415]
 [ 0.24372394]
 [-0.16001536]
 [ 0.86602143]
 [ 0.26269724]
 [-0.02321572]
 [-0.85094514]
 [-0.9557232 ]
 [-0.66901961]
 [-0.97868263]
 [ 1.12877489]
 [ 2.8300963 ]
 [-1.80591955]]
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Progress: 16.9% ... Training loss: 0.253 ... Validation loss: 0.441[[-0.10757806]
 [ 0.24028783]
 [-0.16396712]
 [ 0.86149764]
 [ 0.25916179]
 [-0.02870686]
 [-0.84691545]
 [-0.96168122]
 [-0.67205233]
 [-0.98668345]
 [ 1.12416074]
 [ 2.82458448]
 [-1.80333457]]
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Progress: 16.9% ... Training loss: 0.251 ... Validation loss: 0.441[[-0.10037365]
 [ 0.25326788]
 [-0.15479985]
 [ 0.88113854]
 [ 0.27179143]
 [-0.02152293]
 [-0.82645146]
 [-0.94162957]
 [-0.65085381]
 [-0.96738849]
 [ 1.14964364]
 [ 2.86818126]
 [-1.76990775]]
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Progress: 16.9% ... Training loss: 0.256 ... Validation loss: 0.431[[-0.11204171]
 [ 0.23134189]
 [-0.17080038]
 [ 0.85834378]
 [ 0.25378244]
 [-0.03415178]
 [-0.84724105]
 [-0.96869158]
 [-0.66644555]
 [-0.99408587]
 [ 1.12010692]
 [ 2.82300009]
 [-1.80061635]]
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Progress: 17.0% ... Training loss: 0.249 ... Validation loss: 0.445[[-0.10871063]
 [ 0.22727816]
 [-0.16899597]
 [ 0.85243476]
 [ 0.24803541]
 [-0.03038627]
 [-0.84594856]
 [-0.96596623]
 [-0.66765926]
 [-0.98311862]
 [ 1.10819409]
 [ 2.78362042]
 [-1.81658092]]
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Progress: 17.1% ... Training loss: 0.270 ... Validation loss: 0.460[[-0.10040108]
 [ 0.24891317]
 [-0.15006666]
 [ 0.87920914]
 [ 0.27078904]
 [-0.02063529]
 [-0.82003917]
 [-0.92958176]
 [-0.63874886]
 [-0.9507504 ]
 [ 1.15192041]
 [ 2.86945528]
 [-1.75786031]]
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Progress: 17.1% ... Training loss: 0.277 ... Validation loss: 0.438[[-0.11569611]
 [ 0.22089387]
 [-0.17133552]
 [ 0.8465758 ]
 [ 0.24608203]
 [-0.03858628]
 [-0.85115266]
 [-0.97448886]
 [-0.67097555]
 [-0.9860286 ]
 [ 1.10148734]
 [ 2.79904089]
 [-1.80941366]]
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Progress: 17.1% ... Training loss: 0.263 ... Validation loss: 0.449[[-0.09564511]
 [ 0.2501564 ]
 [-0.14855411]
 [ 0.88055777]
 [ 0.27125273]
 [-0.01850065]
 [-0.81877905]
 [-0.93233396]
 [-0.63818256]
 [-0.95071608]
 [ 1.14523752]
 [ 2.85379817]
 [-1.75965287]]
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Progress: 17.2% ... Training loss: 0.262 ... Validation loss: 0.440[[-0.09991528]
 [ 0.24826697]
 [-0.15219957]
 [ 0.87123485]
 [ 0.26504712]
 [-0.02390001]
 [-0.8241708 ]
 [-0.94303228]
 [-0.64457233]
 [-0.95871029]
 [ 1.13365537]
 [ 2.83449957]
 [-1.77297373]]
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Progress: 17.2% ... Training loss: 0.250 ... Validation loss: 0.434[[-0.10791962]
 [ 0.24626544]
 [-0.15645692]
 [ 0.86599625]
 [ 0.2611408 ]
 [-0.03172061]
 [-0.83174038]
 [-0.94750732]
 [-0.6530833 ]
 [-0.96094451]
 [ 1.13270282]
 [ 2.82914241]
 [-1.78381789]]
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Progress: 17.3% ... Training loss: 0.248 ... Validation loss: 0.430[[-0.11741521]
 [ 0.2396225 ]
 [-0.16085975]
 [ 0.86095962]
 [ 0.25273282]
 [-0.03760112]
 [-0.84802048]
 [-0.96207878]
 [-0.66389362]
 [-0.97468524]
 [ 1.12517292]
 [ 2.81701108]
 [-1.79998215]]
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Progress: 17.4% ... Training loss: 0.245 ... Validation loss: 0.433[[-0.11033729]
 [ 0.2491979 ]
 [-0.15314326]
 [ 0.88018592]
 [ 0.26427126]
 [-0.02916274]
 [-0.83227356]
 [-0.94915317]
 [-0.65100117]
 [-0.96103892]
 [ 1.14775884]
 [ 2.85485635]
 [-1.78244788]]
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Progress: 17.4% ... Training loss: 0.249 ... Validation loss: 0.427[[-0.1107829 ]
 [ 0.24856113]
 [-0.15598416]
 [ 0.87558902]
 [ 0.26423095]
 [-0.02805006]
 [-0.83476665]
 [-0.94911705]
 [-0.65139157]
 [-0.96124766]
 [ 1.14224176]
 [ 2.83742108]
 [-1.79368436]]
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Progress: 17.4% ... Training loss: 0.245 ... Validation loss: 0.429[[-0.12279501]
 [ 0.23811874]
 [-0.16320066]
 [ 0.87269843]
 [ 0.25433332]
 [-0.04026555]
 [-0.84168327]
 [-0.96178453]
 [-0.66115753]
 [-0.97346855]
 [ 1.13879793]
 [ 2.83415353]
 [-1.80658701]]
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Progress: 17.5% ... Training loss: 0.244 ... Validation loss: 0.431[[-0.12237247]
 [ 0.23679359]
 [-0.1605891 ]
 [ 0.87464311]
 [ 0.25799599]
 [-0.036573  ]
 [-0.84251958]
 [-0.95301508]
 [-0.66368461]
 [-0.9703651 ]
 [ 1.13900588]
 [ 2.83283438]
 [-1.81720018]]
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Progress: 17.6% ... Training loss: 0.246 ... Validation loss: 0.436[[-0.11411461]
 [ 0.25050745]
 [-0.15237782]
 [ 0.89291407]
 [ 0.26991879]
 [-0.02891666]
 [-0.82859015]
 [-0.93970253]
 [-0.64693043]
 [-0.95752366]
 [ 1.15744652]
 [ 2.86518424]
 [-1.80180213]]
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Progress: 17.6% ... Training loss: 0.249 ... Validation loss: 0.431[[-0.13484555]
 [ 0.23343671]
 [-0.16584951]
 [ 0.86640333]
 [ 0.2525518 ]
 [-0.04737774]
 [-0.85623591]
 [-0.9654011 ]
 [-0.67400816]
 [-0.98074271]
 [ 1.13024715]
 [ 2.83069175]
 [-1.8382343 ]]
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Progress: 17.6% ... Training loss: 0.252 ... Validation loss: 0.437[[-0.13272915]
 [ 0.23554517]
 [-0.16172511]
 [ 0.87277864]
 [ 0.2532795 ]
 [-0.04517077]
 [-0.85204842]
 [-0.95386939]
 [-0.66895754]
 [-0.9748304 ]
 [ 1.13586828]
 [ 2.84196559]
 [-1.82147939]]
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Progress: 17.7% ... Training loss: 0.244 ... Validation loss: 0.431[[-0.12847336]
 [ 0.24612453]
 [-0.15884148]
 [ 0.88791629]
 [ 0.2621521 ]
 [-0.04082398]
 [-0.8421404 ]
 [-0.95308784]
 [-0.65493915]
 [-0.97531304]
 [ 1.15077479]
 [ 2.86906234]
 [-1.81035945]]
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Progress: 17.8% ... Training loss: 0.246 ... Validation loss: 0.422[[-0.12998826]
 [ 0.24077803]
 [-0.16067867]
 [ 0.88284541]
 [ 0.25909091]
 [-0.04186287]
 [-0.84793917]
 [-0.96004201]
 [-0.65956241]
 [-0.97863292]
 [ 1.14399426]
 [ 2.86300958]
 [-1.82682922]]
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Progress: 17.8% ... Training loss: 0.244 ... Validation loss: 0.425[[-0.12912772]
 [ 0.24826989]
 [-0.15633372]
 [ 0.88499653]
 [ 0.26101611]
 [-0.04080318]
 [-0.84858585]
 [-0.95385084]
 [-0.65738956]
 [-0.97405782]
 [ 1.15071285]
 [ 2.86773869]
 [-1.83335719]]
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Progress: 17.9% ... Training loss: 0.245 ... Validation loss: 0.419[[-0.13780533]
 [ 0.23532411]
 [-0.16358581]
 [ 0.86931728]
 [ 0.25089019]
 [-0.04937535]
 [-0.86213091]
 [-0.96935968]
 [-0.66965818]
 [-0.98263839]
 [ 1.12836862]
 [ 2.83124751]
 [-1.84798238]]
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Progress: 17.9% ... Training loss: 0.253 ... Validation loss: 0.432[[-0.13185433]
 [ 0.2422281 ]
 [-0.16036047]
 [ 0.88370677]
 [ 0.25719075]
 [-0.04270941]
 [-0.84845525]
 [-0.96099385]
 [-0.66162548]
 [-0.97284974]
 [ 1.13708974]
 [ 2.8407526 ]
 [-1.83671559]]
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Progress: 17.9% ... Training loss: 0.244 ... Validation loss: 0.425[[-0.13342765]
 [ 0.23396252]
 [-0.16259328]
 [ 0.88220355]
 [ 0.25256295]
 [-0.04294763]
 [-0.85221285]
 [-0.95832978]
 [-0.66242146]
 [-0.97959849]
 [ 1.1295836 ]
 [ 2.82639023]
 [-1.8354994 ]]
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Progress: 18.0% ... Training loss: 0.248 ... Validation loss: 0.434[[-0.13524628]
 [ 0.2292281 ]
 [-0.16066961]
 [ 0.88040645]
 [ 0.2524812 ]
 [-0.04519871]
 [-0.85770466]
 [-0.95498929]
 [-0.66459413]
 [-0.97899069]
 [ 1.1256194 ]
 [ 2.8240845 ]
 [-1.83822268]]
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Progress: 18.1% ... Training loss: 0.249 ... Validation loss: 0.433[[-0.13653863]
 [ 0.23556047]
 [-0.15714684]
 [ 0.88343952]
 [ 0.25751238]
 [-0.04299254]
 [-0.8560554 ]
 [-0.95166534]
 [-0.66109709]
 [-0.97510379]
 [ 1.12699601]
 [ 2.82868576]
 [-1.84053885]]
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Progress: 18.1% ... Training loss: 0.245 ... Validation loss: 0.429[[-0.1332334 ]
 [ 0.24434703]
 [-0.14957267]
 [ 0.89561699]
 [ 0.26865485]
 [-0.0396679 ]
 [-0.84351565]
 [-0.93502109]
 [-0.64565008]
 [-0.96344091]
 [ 1.14481027]
 [ 2.86169481]
 [-1.81640454]]
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Progress: 18.1% ... Training loss: 0.247 ... Validation loss: 0.418[[-0.14476711]
 [ 0.2352543 ]
 [-0.15847421]
 [ 0.88113554]
 [ 0.25636342]
 [-0.04706242]
 [-0.85356347]
 [-0.94357194]
 [-0.66306668]
 [-0.97608676]
 [ 1.12886693]
 [ 2.83545273]
 [-1.8321797 ]]
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Progress: 18.2% ... Training loss: 0.243 ... Validation loss: 0.429[[-0.13140399]
 [ 0.25241927]
 [-0.1459472 ]
 [ 0.91293834]
 [ 0.27091353]
 [-0.03277128]
 [-0.83663097]
 [-0.93030549]
 [-0.64960059]
 [-0.95301385]
 [ 1.16898641]
 [ 2.88134936]
 [-1.82199164]]
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Progress: 18.2% ... Training loss: 0.253 ... Validation loss: 0.421[[-0.14967677]
 [ 0.22360233]
 [-0.17003381]
 [ 0.8807933 ]
 [ 0.23983843]
 [-0.05430886]
 [-0.87070072]
 [-0.97493056]
 [-0.68385893]
 [-0.98910511]
 [ 1.12456083]
 [ 2.80660005]
 [-1.87575437]]
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Progress: 18.3% ... Training loss: 0.274 ... Validation loss: 0.456[[-0.1315249 ]
 [ 0.25518063]
 [-0.14778903]
 [ 0.92792141]
 [ 0.26842392]
 [-0.03538553]
 [-0.83017207]
 [-0.93540503]
 [-0.64256922]
 [-0.9532381 ]
 [ 1.18330787]
 [ 2.89656001]
 [-1.81655767]]
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Progress: 18.4% ... Training loss: 0.269 ... Validation loss: 0.420[[-0.15447634]
 [ 0.2216038 ]
 [-0.17383265]
 [ 0.88315485]
 [ 0.23764584]
 [-0.0599552 ]
 [-0.87292528]
 [-0.98147737]
 [-0.68414882]
 [-0.992822  ]
 [ 1.12254574]
 [ 2.80513736]
 [-1.88239232]]
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Progress: 18.4% ... Training loss: 0.275 ... Validation loss: 0.451[[-0.1363216 ]
 [ 0.24442369]
 [-0.15662568]
 [ 0.91216651]
 [ 0.25899306]
 [-0.04161328]
 [-0.84354684]
 [-0.95087983]
 [-0.65465096]
 [-0.96520909]
 [ 1.14848545]
 [ 2.84530425]
 [-1.84128242]]
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Progress: 18.4% ... Training loss: 0.246 ... Validation loss: 0.428[[-0.13756287]
 [ 0.25581369]
 [-0.14819434]
 [ 0.92761275]
 [ 0.26923979]
 [-0.04143527]
 [-0.84333394]
 [-0.93554825]
 [-0.64836075]
 [-0.95103072]
 [ 1.17331573]
 [ 2.89109819]
 [-1.82657344]]
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Progress: 18.5% ... Training loss: 0.258 ... Validation loss: 0.414[[-0.15478523]
 [ 0.23866307]
 [-0.16507397]
 [ 0.89993359]
 [ 0.24785815]
 [-0.05590564]
 [-0.86878221]
 [-0.96051133]
 [-0.67823523]
 [-0.97317853]
 [ 1.138926  ]
 [ 2.82816267]
 [-1.86941356]]
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Progress: 18.6% ... Training loss: 0.251 ... Validation loss: 0.425[[-0.13368775]
 [ 0.27162548]
 [-0.14424536]
 [ 0.95024167]
 [ 0.27842885]
 [-0.03490024]
 [-0.83593092]
 [-0.92852698]
 [-0.64312457]
 [-0.94733726]
 [ 1.19716793]
 [ 2.91521729]
 [-1.82916851]]
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Progress: 18.6% ... Training loss: 0.270 ... Validation loss: 0.421[[-0.14811952]
 [ 0.24213029]
 [-0.16503142]
 [ 0.91349725]
 [ 0.25237575]
 [-0.05033806]
 [-0.87123304]
 [-0.97602723]
 [-0.67866768]
 [-0.98297062]
 [ 1.14287274]
 [ 2.82815217]
 [-1.89690283]]
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Progress: 18.6% ... Training loss: 0.283 ... Validation loss: 0.445[[-0.11882589]
 [ 0.28927716]
 [-0.12969205]
 [ 0.96130016]
 [ 0.29709735]
 [-0.0215388 ]
 [-0.8230163 ]
 [-0.90867381]
 [-0.62942419]
 [-0.92052909]
 [ 1.204616  ]
 [ 2.91785579]
 [-1.81843716]]
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Progress: 18.7% ... Training loss: 0.283 ... Validation loss: 0.431[[-0.14579136]
 [ 0.24387875]
 [-0.16076598]
 [ 0.90289321]
 [ 0.25521541]
 [-0.05220949]
 [-0.87093902]
 [-0.96411868]
 [-0.67808769]
 [-0.96458167]
 [ 1.13592495]
 [ 2.81654873]
 [-1.8903293 ]]
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Progress: 18.8% ... Training loss: 0.277 ... Validation loss: 0.447[[-0.11209583]
 [ 0.28366306]
 [-0.13083827]
 [ 0.95315025]
 [ 0.29423151]
 [-0.01840506]
 [-0.81496218]
 [-0.91028208]
 [-0.61158895]
 [-0.91787904]
 [ 1.19068124]
 [ 2.90024645]
 [-1.79995544]]
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Progress: 18.8% ... Training loss: 0.292 ... Validation loss: 0.419[[-0.14978108]
 [ 0.23918991]
 [-0.16473384]
 [ 0.89128403]
 [ 0.24949409]
 [-0.05109243]
 [-0.87317186]
 [-0.97051844]
 [-0.67110837]
 [-0.97045605]
 [ 1.11828472]
 [ 2.77993101]
 [-1.89431354]]
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Progress: 18.9% ... Training loss: 0.293 ... Validation loss: 0.483[[-0.12483169]
 [ 0.27633907]
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 [ 0.94111777]
 [ 0.285391  ]
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Progress: 18.9% ... Training loss: 0.249 ... Validation loss: 0.414[[-0.13772917]
 [ 0.26368519]
 [-0.1427688 ]
 [ 0.92519427]
 [ 0.27502398]
 [-0.03446197]
 [-0.84869596]
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 [ 1.15650783]
 [ 2.85111103]
 [-1.8518414 ]]
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Progress: 18.9% ... Training loss: 0.240 ... Validation loss: 0.418[[-0.14487597]
 [ 0.25337255]
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 [ 0.91280765]
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Progress: 19.0% ... Training loss: 0.253 ... Validation loss: 0.441[[-0.13926017]
 [ 0.26700854]
 [-0.13873887]
 [ 0.9320283 ]
 [ 0.28224111]
 [-0.03201535]
 [-0.83219054]
 [-0.92054359]
 [-0.640521  ]
 [-0.93181313]
 [ 1.16920088]
 [ 2.86149633]
 [-1.82495226]]
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Progress: 19.1% ... Training loss: 0.252 ... Validation loss: 0.411[[-0.14620073]
 [ 0.25199026]
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 [ 0.92088524]
 [ 0.26895906]
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Progress: 19.1% ... Training loss: 0.239 ... Validation loss: 0.418[[-0.15416125]
 [ 0.24329979]
 [-0.15179279]
 [ 0.91228853]
 [ 0.2613794 ]
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 [ 1.14538437]
 [ 2.8291853 ]
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Progress: 19.1% ... Training loss: 0.245 ... Validation loss: 0.424[[-0.14443107]
 [ 0.25671874]
 [-0.14570574]
 [ 0.94276338]
 [ 0.27269692]
 [-0.03659654]
 [-0.83357735]
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 [ 1.17138293]
 [ 2.86600046]
 [-1.82970375]]
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Progress: 19.2% ... Training loss: 0.242 ... Validation loss: 0.414[[-0.15034157]
 [ 0.25260815]
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 [ 0.9299481 ]
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 [ 1.16302459]
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Progress: 19.2% ... Training loss: 0.238 ... Validation loss: 0.413[[-0.14360611]
 [ 0.25954105]
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 [ 0.94436423]
 [ 0.27797651]
 [-0.03504976]
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Progress: 19.3% ... Training loss: 0.249 ... Validation loss: 0.412[[-0.16525455]
 [ 0.22924081]
 [-0.16740305]
 [ 0.91138696]
 [ 0.24914326]
 [-0.05566882]
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 [ 1.13909825]
 [ 2.82496047]
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Progress: 19.4% ... Training loss: 0.264 ... Validation loss: 0.437[[-0.13897021]
 [ 0.26271169]
 [-0.13923763]
 [ 0.95867251]
 [ 0.28229252]
 [-0.02817936]
 [-0.8098242 ]
 [-0.92301872]
 [-0.63745263]
 [-0.9143045 ]
 [ 1.20590652]
 [ 2.91309357]
 [-1.82339667]]
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   -2.00418416e-01  -5.21313892e-01  -2.26845372e-01  -1.33847623e-01
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Progress: 19.4% ... Training loss: 0.271 ... Validation loss: 0.440[[-0.15753118]
 [ 0.23038136]
 [-0.16560364]
 [ 0.91627797]
 [ 0.24624401]
 [-0.05004713]
 [-0.84643508]
 [-0.97609385]
 [-0.67610041]
 [-0.95642054]
 [ 1.14490619]
 [ 2.81765156]
 [-1.89445051]]
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   -1.98171854e-01  -5.16282474e-01  -2.33163143e-01  -1.49315772e-01
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Progress: 19.4% ... Training loss: 0.284 ... Validation loss: 0.439[[-0.14251173]
 [ 0.25672206]
 [-0.14370031]
 [ 0.94267319]
 [ 0.2744216 ]
 [-0.03194328]
 [-0.81356913]
 [-0.92689056]
 [-0.6394603 ]
 [-0.92461036]
 [ 1.18170367]
 [ 2.87195862]
 [-1.83763946]]
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Progress: 19.5% ... Training loss: 0.247 ... Validation loss: 0.431[[-0.15547233]
 [ 0.24873301]
 [-0.1529529 ]
 [ 0.92818998]
 [ 0.26576134]
 [-0.04272157]
 [-0.82686473]
 [-0.94151452]
 [-0.655759  ]
 [-0.94415097]
 [ 1.16615545]
 [ 2.85779704]
 [-1.85729944]]
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Progress: 19.6% ... Training loss: 0.237 ... Validation loss: 0.416[[-0.15937598]
 [ 0.23775109]
 [-0.15937335]
 [ 0.92156839]
 [ 0.25706647]
 [-0.04868354]
 [-0.83533254]
 [-0.95066697]
 [-0.66160226]
 [-0.95571794]
 [ 1.15237561]
 [ 2.84277976]
 [-1.87023235]]
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Progress: 19.6% ... Training loss: 0.240 ... Validation loss: 0.415[[-0.15939657]
 [ 0.24409904]
 [-0.1549281 ]
 [ 0.93015778]
 [ 0.26102131]
 [-0.04846575]
 [-0.83180817]
 [-0.9448751 ]
 [-0.65966523]
 [-0.94472781]
 [ 1.16378626]
 [ 2.85602156]
 [-1.86158923]]
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Progress: 19.6% ... Training loss: 0.237 ... Validation loss: 0.410[[-0.16574383]
 [ 0.2384515 ]
 [-0.15932856]
 [ 0.92540314]
 [ 0.25499536]
 [-0.05335608]
 [-0.84079257]
 [-0.95018231]
 [-0.67023815]
 [-0.95261031]
 [ 1.15652723]
 [ 2.84694874]
 [-1.86961275]]
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Progress: 19.7% ... Training loss: 0.240 ... Validation loss: 0.414[[-0.16423289]
 [ 0.24631465]
 [-0.15416239]
 [ 0.93201445]
 [ 0.26274522]
 [-0.04757358]
 [-0.83649884]
 [-0.93785708]
 [-0.66199008]
 [-0.94217594]
 [ 1.16639691]
 [ 2.85855978]
 [-1.85966723]]
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Progress: 19.8% ... Training loss: 0.239 ... Validation loss: 0.410[[-0.16499033]
 [ 0.24742099]
 [-0.15470941]
 [ 0.92592911]
 [ 0.26224894]
 [-0.04751341]
 [-0.83578083]
 [-0.93797547]
 [-0.65724704]
 [-0.94180329]
 [ 1.15884163]
 [ 2.84408592]
 [-1.86142308]]
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Progress: 19.8% ... Training loss: 0.241 ... Validation loss: 0.414[[-0.17684339]
 [ 0.23776072]
 [-0.16356322]
 [ 0.91989253]
 [ 0.25314297]
 [-0.05626685]
 [-0.84343916]
 [-0.94888793]
 [-0.665885  ]
 [-0.95717484]
 [ 1.14796079]
 [ 2.83047182]
 [-1.86801973]]
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Progress: 19.9% ... Training loss: 0.246 ... Validation loss: 0.425[[-0.15994315]
 [ 0.25251421]
 [-0.15057761]
 [ 0.94106313]
 [ 0.26659922]
 [-0.03887626]
 [-0.81828978]
 [-0.92693776]
 [-0.64078321]
 [-0.93747015]
 [ 1.16744955]
 [ 2.85286861]
 [-1.84174139]]
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Progress: 19.9% ... Training loss: 0.238 ... Validation loss: 0.415[[-0.16113802]
 [ 0.25288479]
 [-0.15270203]
 [ 0.93448612]
 [ 0.26551059]
 [-0.04051899]
 [-0.82762214]
 [-0.92710673]
 [-0.64912655]
 [-0.9320973 ]
 [ 1.16719341]
 [ 2.85443341]
 [-1.85789961]]
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Progress: 19.9% ... Training loss: 0.240 ... Validation loss: 0.414[[-0.1639779 ]
 [ 0.25677145]
 [-0.15357973]
 [ 0.94221473]
 [ 0.26740404]
 [-0.04276952]
 [-0.82631116]
 [-0.93461113]
 [-0.64523713]
 [-0.93575672]
 [ 1.17489045]
 [ 2.87312718]
 [-1.85216008]]
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Progress: 20.0% ... Training loss: 0.238 ... Validation loss: 0.408[[-0.16836778]
 [ 0.25303865]
 [-0.15478383]
 [ 0.94327084]
 [ 0.26582755]
 [-0.04626607]
 [-0.82438249]
 [-0.927341  ]
 [-0.6479079 ]
 [-0.93495061]
 [ 1.1800361 ]
 [ 2.88287912]
 [-1.85206004]]
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Progress: 20.1% ... Training loss: 0.240 ... Validation loss: 0.407[[-0.17746041]
 [ 0.23638811]
 [-0.16834058]
 [ 0.92886142]
 [ 0.24996266]
 [-0.05690796]
 [-0.83708725]
 [-0.9458666 ]
 [-0.66394546]
 [-0.95743757]
 [ 1.1541029 ]
 [ 2.84585901]
 [-1.8824031 ]]
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Progress: 20.1% ... Training loss: 0.249 ... Validation loss: 0.430[[-0.1591886 ]
 [ 0.25897352]
 [-0.15248556]
 [ 0.9605173 ]
 [ 0.27071476]
 [-0.0432027 ]
 [-0.80766015]
 [-0.91779222]
 [-0.63590268]
 [-0.92921069]
 [ 1.18756455]
 [ 2.89261954]
 [-1.84223397]]
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   -1.98943403e-01  -5.16033198e-01  -2.27794978e-01  -1.49973027e-01
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Progress: 20.1% ... Training loss: 0.246 ... Validation loss: 0.419[[-0.17352656]
 [ 0.238533  ]
 [-0.1658909 ]
 [ 0.93145042]
 [ 0.25310471]
 [-0.05765467]
 [-0.83806473]
 [-0.94747892]
 [-0.66326138]
 [-0.9467587 ]
 [ 1.15047284]
 [ 2.83651985]
 [-1.88907098]]
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Progress: 20.2% ... Training loss: 0.256 ... Validation loss: 0.443[[-0.15512832]
 [ 0.25652751]
 [-0.14907526]
 [ 0.9514356 ]
 [ 0.26926712]
 [-0.040139  ]
 [-0.81402233]
 [-0.91754875]
 [-0.63753639]
 [-0.92013309]
 [ 1.17364339]
 [ 2.86496701]
 [-1.86869261]]
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Progress: 20.2% ... Training loss: 0.236 ... Validation loss: 0.420[[-0.15930229]
 [ 0.25403882]
 [-0.1529075 ]
 [ 0.95774527]
 [ 0.26881597]
 [-0.04625867]
 [-0.81802567]
 [-0.91656569]
 [-0.63842643]
 [-0.92174004]
 [ 1.1846857 ]
 [ 2.88893657]
 [-1.87494955]]
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Progress: 20.3% ... Training loss: 0.236 ... Validation loss: 0.414[[-0.1622944 ]
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  -0.04152872 -0.26196998  0.06141265 -0.23644336 -0.11512278 -0.22341017
  -0.05755457]
 [-0.21860462 -0.29542723 -0.31989888 -0.10769926 -0.09029745 -0.14995112
  -0.07806805  0.00625799 -0.19656155 -0.51190117 -0.23232219 -0.15829169
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 [-0.10948618 -0.00593883 -0.24017747 -0.63513611 -0.25836917 -0.25925985
  -0.00582471 -0.41623584  0.10086906 -0.13039149 -0.46822179 -0.21781217
  -0.63633316]]
Progress: 20.4% ... Training loss: 0.237 ... Validation loss: 0.418[[-0.16406001]
 [ 0.25357743]
 [-0.15699492]
 [ 0.95974633]
 [ 0.26791832]
 [-0.04783577]
 [-0.81732978]
 [-0.92275921]
 [-0.6352768 ]
 [-0.93699642]
 [ 1.18135116]
 [ 2.89270933]
 [-1.87428859]]
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   -1.96691061e-01  -5.09599244e-01  -2.31876832e-01  -1.57839090e-01
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 [ -1.08754974e-01  -6.47925600e-03  -2.39779829e-01  -6.37588086e-01
   -2.58982574e-01  -2.59109320e-01  -2.37637445e-03  -4.14023912e-01
    1.03029699e-01  -1.26409012e-01  -4.70340056e-01  -2.24820956e-01
   -6.35158146e-01]]
Progress: 20.4% ... Training loss: 0.240 ... Validation loss: 0.416[[-0.17157003]
 [ 0.25058901]
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 [ 0.9452183 ]
 [ 0.26570423]
 [-0.05051414]
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Progress: 20.4% ... Training loss: 0.236 ... Validation loss: 0.403[[-0.15853478]
 [ 0.26333621]
 [-0.151966  ]
 [ 0.96657234]
 [ 0.27945595]
 [-0.0400952 ]
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 [ 1.19910063]
 [ 2.92443994]
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Progress: 20.5% ... Training loss: 0.239 ... Validation loss: 0.407[[-0.16244923]
 [ 0.25155622]
 [-0.16035803]
 [ 0.95555441]
 [ 0.26783232]
 [-0.0457412 ]
 [-0.82592346]
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 [ 1.1827265 ]
 [ 2.90653729]
 [-1.89990384]]
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   -1.95188185e-01  -5.06296004e-01  -2.35231883e-01  -1.66227493e-01
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Progress: 20.6% ... Training loss: 0.234 ... Validation loss: 0.406[[-0.16989978]
 [ 0.25051918]
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 [ 0.95619314]
 [ 0.26553073]
 [-0.05266083]
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Progress: 20.6% ... Training loss: 0.236 ... Validation loss: 0.395[[-0.16612042]
 [ 0.25013788]
 [-0.16205791]
 [ 0.95534385]
 [ 0.2657288 ]
 [-0.04936494]
 [-0.83137992]
 [-0.92733811]
 [-0.64066724]
 [-0.94646488]
 [ 1.17812271]
 [ 2.90519631]
 [-1.89656948]]
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Progress: 20.6% ... Training loss: 0.235 ... Validation loss: 0.407[[-0.16517191]
 [ 0.24926264]
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 [ 0.95615855]
 [ 0.26699919]
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 [ 1.17583025]
 [ 2.88632595]
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Progress: 20.7% ... Training loss: 0.239 ... Validation loss: 0.414[[-0.16187282]
 [ 0.25796738]
 [-0.15181435]
 [ 0.96613731]
 [ 0.27657428]
 [-0.04260279]
 [-0.82200024]
 [-0.90687112]
 [-0.6339909 ]
 [-0.93185415]
 [ 1.19320803]
 [ 2.91526961]
 [-1.87881087]]
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Progress: 20.8% ... Training loss: 0.237 ... Validation loss: 0.405[[-0.16805862]
 [ 0.24017481]
 [-0.16022574]
 [ 0.93754365]
 [ 0.26036018]
 [-0.05201985]
 [-0.84029398]
 [-0.93165203]
 [-0.65159771]
 [-0.94154251]
 [ 1.15948042]
 [ 2.86586052]
 [-1.9176473 ]]
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Progress: 20.8% ... Training loss: 0.256 ... Validation loss: 0.425[[-0.15460171]
 [ 0.26785298]
 [-0.14199427]
 [ 0.97975962]
 [ 0.28847191]
 [-0.03699818]
 [-0.80741738]
 [-0.8834728 ]
 [-0.62047974]
 [-0.91069358]
 [ 1.20712389]
 [ 2.95249227]
 [-1.85934431]]
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Progress: 20.9% ... Training loss: 0.273 ... Validation loss: 0.432[[-0.17958501]
 [ 0.23942516]
 [-0.16758374]
 [ 0.94722953]
 [ 0.25722783]
 [-0.06408259]
 [-0.85148003]
 [-0.9345301 ]
 [-0.65809636]
 [-0.95573533]
 [ 1.16706106]
 [ 2.90026902]
 [-1.91246179]]
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Progress: 20.9% ... Training loss: 0.239 ... Validation loss: 0.412[[-0.16362742]
 [ 0.26637111]
 [-0.15118728]
 [ 0.96942501]
 [ 0.27484068]
 [-0.05136215]
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 [-0.92357607]
 [ 1.20191432]
 [ 2.95314012]
 [-1.87817733]]
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Progress: 20.9% ... Training loss: 0.267 ... Validation loss: 0.394[[-0.1661854 ]
 [ 0.25235897]
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 [ 0.95811214]
 [ 0.26255191]
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 [ 2.89894582]
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Progress: 21.0% ... Training loss: 0.233 ... Validation loss: 0.402[[-0.16881596]
 [ 0.25665115]
 [-0.16406822]
 [ 0.96810818]
 [ 0.26563474]
 [-0.05786253]
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 [ 1.19174839]
 [ 2.92615611]
 [-1.90372773]]
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Progress: 21.1% ... Training loss: 0.237 ... Validation loss: 0.393[[-0.17054149]
 [ 0.25663503]
 [-0.1623381 ]
 [ 0.96688609]
 [ 0.26615332]
 [-0.05734245]
 [-0.84140125]
 [-0.92622249]
 [-0.64032219]
 [-0.93831792]
 [ 1.18922046]
 [ 2.93259145]
 [-1.9112681 ]]
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Progress: 21.1% ... Training loss: 0.235 ... Validation loss: 0.394[[-0.16255361]
 [ 0.26469765]
 [-0.15471184]
 [ 0.97270284]
 [ 0.27284935]
 [-0.04920805]
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 [ 1.19813204]
 [ 2.94180795]
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Progress: 21.1% ... Training loss: 0.234 ... Validation loss: 0.394[[-0.16540681]
 [ 0.25547768]
 [-0.15784461]
 [ 0.96119283]
 [ 0.26563937]
 [-0.05109918]
 [-0.84276887]
 [-0.92780698]
 [-0.64389875]
 [-0.93091512]
 [ 1.18569348]
 [ 2.9148243 ]
 [-1.93719312]]
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Progress: 21.2% ... Training loss: 0.234 ... Validation loss: 0.400[[-0.17154521]
 [ 0.24965751]
 [-0.16286997]
 [ 0.96110437]
 [ 0.26158826]
 [-0.05250472]
 [-0.84573879]
 [-0.93041857]
 [-0.65221042]
 [-0.93407171]
 [ 1.18097187]
 [ 2.9011618 ]
 [-1.93913351]]
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Progress: 21.2% ... Training loss: 0.239 ... Validation loss: 0.407[[-0.15650136]
 [ 0.26603449]
 [-0.14603457]
 [ 0.98148158]
 [ 0.27780494]
 [-0.03803651]
 [-0.82032269]
 [-0.90673275]
 [-0.63005144]
 [-0.90788856]
 [ 1.20665048]
 [ 2.94440245]
 [-1.91600889]]
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Progress: 21.3% ... Training loss: 0.240 ... Validation loss: 0.406[[-0.16959802]
 [ 0.25289427]
 [-0.15859874]
 [ 0.96640061]
 [ 0.26332149]
 [-0.04838132]
 [-0.84202466]
 [-0.92704777]
 [-0.65048327]
 [-0.93088925]
 [ 1.18610653]
 [ 2.91147454]
 [-1.93820486]]
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Progress: 21.4% ... Training loss: 0.235 ... Validation loss: 0.403[[-0.16618161]
 [ 0.24954119]
 [-0.15832169]
 [ 0.97440892]
 [ 0.25831833]
 [-0.04506685]
 [-0.83471305]
 [-0.94024143]
 [-0.64656581]
 [-0.93148377]
 [ 1.18680852]
 [ 2.89034514]
 [-1.94221393]]
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Progress: 21.4% ... Training loss: 0.250 ... Validation loss: 0.420[[-0.15938375]
 [ 0.26443229]
 [-0.1446534 ]
 [ 0.99803164]
 [ 0.27151774]
 [-0.03689915]
 [-0.82024274]
 [-0.90719895]
 [-0.63121522]
 [-0.90492652]
 [ 1.22058823]
 [ 2.94379628]
 [-1.91467771]]
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Progress: 21.4% ... Training loss: 0.245 ... Validation loss: 0.411[[-0.17175859]
 [ 0.24559535]
 [-0.15785068]
 [ 0.97450592]
 [ 0.25267498]
 [-0.04997571]
 [-0.84122601]
 [-0.93240666]
 [-0.65434434]
 [-0.92635438]
 [ 1.18910265]
 [ 2.88879486]
 [-1.95055381]]
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Progress: 21.5% ... Training loss: 0.248 ... Validation loss: 0.411[[-0.16254052]
 [ 0.26124824]
 [-0.14664158]
 [ 0.99210994]
 [ 0.2661886 ]
 [-0.04325066]
 [-0.82100778]
 [-0.91451095]
 [-0.62779893]
 [-0.91295   ]
 [ 1.21401481]
 [ 2.93338739]
 [-1.91608996]]
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Progress: 21.6% ... Training loss: 0.243 ... Validation loss: 0.399[[-0.17900812]
 [ 0.24754148]
 [-0.16092487]
 [ 0.96557995]
 [ 0.24974712]
 [-0.060857  ]
 [-0.8474012 ]
 [-0.93894842]
 [-0.64706597]
 [-0.94678083]
 [ 1.17812897]
 [ 2.90003001]
 [-1.95206204]]
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Progress: 21.6% ... Training loss: 0.235 ... Validation loss: 0.410[[-0.17438875]
 [ 0.25473593]
 [-0.15189496]
 [ 0.98588426]
 [ 0.26010796]
 [-0.05194039]
 [-0.8329392 ]
 [-0.92559514]
 [-0.64123643]
 [-0.93385911]
 [ 1.20327455]
 [ 2.92634751]
 [-1.93738717]]
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Progress: 21.6% ... Training loss: 0.233 ... Validation loss: 0.395[[-0.17526933]
 [ 0.25439664]
 [-0.15208003]
 [ 0.99875079]
 [ 0.26512414]
 [-0.05237706]
 [-0.8238324 ]
 [-0.91217343]
 [-0.63593929]
 [-0.934665  ]
 [ 1.22014278]
 [ 2.97329028]
 [-1.92356169]]
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Progress: 21.7% ... Training loss: 0.247 ... Validation loss: 0.404[[-0.1782037 ]
 [ 0.24266907]
 [-0.16130058]
 [ 0.98179537]
 [ 0.25243039]
 [-0.05724719]
 [-0.83793698]
 [-0.93229125]
 [-0.64983634]
 [-0.94655334]
 [ 1.19058557]
 [ 2.91610564]
 [-1.95897137]]
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Progress: 21.8% ... Training loss: 0.238 ... Validation loss: 0.401[[-0.1737813 ]
 [ 0.25313971]
 [-0.15181317]
 [ 0.99998667]
 [ 0.26183116]
 [-0.05110886]
 [-0.8262986 ]
 [-0.91106136]
 [-0.64023397]
 [-0.93180057]
 [ 1.20680172]
 [ 2.93510592]
 [-1.94270878]]
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Progress: 21.8% ... Training loss: 0.232 ... Validation loss: 0.407[[-0.18494397]
 [ 0.24187407]
 [-0.15978109]
 [ 0.9822201 ]
 [ 0.25242511]
 [-0.06178544]
 [-0.8440516 ]
 [-0.92482613]
 [-0.65302607]
 [-0.94676423]
 [ 1.18165636]
 [ 2.89635837]
 [-1.96740961]]
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Progress: 21.9% ... Training loss: 0.252 ... Validation loss: 0.409[[-0.16706215]
 [ 0.26384219]
 [-0.14180139]
 [ 1.00809333]
 [ 0.27122209]
 [-0.04701266]
 [-0.82031068]
 [-0.90058744]
 [-0.622403  ]
 [-0.91927114]
 [ 1.211186  ]
 [ 2.93765252]
 [-1.93270599]]
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Progress: 21.9% ... Training loss: 0.233 ... Validation loss: 0.401[[-0.18742286]
 [ 0.24142786]
 [-0.16289956]
 [ 0.98557804]
 [ 0.24872467]
 [-0.06703712]
 [-0.84539392]
 [-0.92713047]
 [-0.64848138]
 [-0.94964246]
 [ 1.18921349]
 [ 2.91221732]
 [-1.96705344]]
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Progress: 21.9% ... Training loss: 0.241 ... Validation loss: 0.403[[-0.17625096]
 [ 0.25887629]
 [-0.14979675]
 [ 1.0142657 ]
 [ 0.2645843 ]
 [-0.05398973]
 [-0.82053557]
 [-0.89951611]
 [-0.62394309]
 [-0.92933172]
 [ 1.22372129]
 [ 2.96131943]
 [-1.92695508]]
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Progress: 22.0% ... Training loss: 0.243 ... Validation loss: 0.400[[-0.19361168]
 [ 0.23551981]
 [-0.16340674]
 [ 0.97859316]
 [ 0.24369889]
 [-0.06850862]
 [-0.85169301]
 [-0.92375873]
 [-0.65383195]
 [-0.94803828]
 [ 1.18628485]
 [ 2.90510116]
 [-1.97929046]]
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Progress: 22.1% ... Training loss: 0.250 ... Validation loss: 0.401[[-0.18324523]
 [ 0.24595794]
 [-0.15558874]
 [ 0.99695607]
 [ 0.2535401 ]
 [-0.05616479]
 [-0.82884421]
 [-0.91414275]
 [-0.62974186]
 [-0.93210724]
 [ 1.20141867]
 [ 2.92254336]
 [-1.9531728 ]]
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Progress: 22.1% ... Training loss: 0.234 ... Validation loss: 0.397[[-0.18605653]
 [ 0.25025028]
 [-0.15709338]
 [ 1.00209808]
 [ 0.25470473]
 [-0.06017563]
 [-0.82899057]
 [-0.91522691]
 [-0.62518914]
 [-0.93428076]
 [ 1.20580447]
 [ 2.93005387]
 [-1.94753779]]
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Progress: 22.1% ... Training loss: 0.229 ... Validation loss: 0.394[[-0.1769824 ]
 [ 0.26414036]
 [-0.14881745]
 [ 1.02479018]
 [ 0.26732461]
 [-0.05024924]
 [-0.8201552 ]
 [-0.90320597]
 [-0.61795178]
 [-0.91731183]
 [ 1.23347271]
 [ 2.96077772]
 [-1.93700302]]
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Progress: 22.2% ... Training loss: 0.237 ... Validation loss: 0.405[[-0.17718545]
 [ 0.27161696]
 [-0.14742245]
 [ 1.03752809]
 [ 0.27137188]
 [-0.04990949]
 [-0.81934418]
 [-0.8988021 ]
 [-0.61662896]
 [-0.91731892]
 [ 1.24783572]
 [ 2.98261623]
 [-1.94324809]]
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Progress: 22.2% ... Training loss: 0.246 ... Validation loss: 0.409[[-0.20221307]
 [ 0.24380786]
 [-0.16716781]
 [ 0.99174433]
 [ 0.24492356]
 [-0.07244974]
 [-0.85854802]
 [-0.92984568]
 [-0.65306425]
 [-0.94936439]
 [ 1.19790596]
 [ 2.92216684]
 [-1.99043302]]
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Progress: 22.3% ... Training loss: 0.247 ... Validation loss: 0.394[[-0.18966086]
 [ 0.24997233]
 [-0.15953542]
 [ 1.00780221]
 [ 0.25201671]
 [-0.06246543]
 [-0.8383574 ]
 [-0.91719678]
 [-0.63544986]
 [-0.93591047]
 [ 1.2068531 ]
 [ 2.93186187]
 [-1.97866484]]
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Progress: 22.4% ... Training loss: 0.239 ... Validation loss: 0.402[[-0.19930927]
 [ 0.24894036]
 [-0.15904301]
 [ 1.01041266]
 [ 0.25362102]
 [-0.06706179]
 [-0.84078506]
 [-0.90917317]
 [-0.64032841]
 [-0.93641309]
 [ 1.21126107]
 [ 2.94285661]
 [-1.96585102]]
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Progress: 22.4% ... Training loss: 0.232 ... Validation loss: 0.401[[-0.18856383]
 [ 0.266609  ]
 [-0.14657284]
 [ 1.02774544]
 [ 0.2658269 ]
 [-0.05880142]
 [-0.83236782]
 [-0.89560711]
 [-0.62215291]
 [-0.92136896]
 [ 1.23537926]
 [ 2.97739447]
 [-1.95541671]]
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Progress: 22.4% ... Training loss: 0.239 ... Validation loss: 0.402[[-0.20061015]
 [ 0.24986845]
 [-0.16003611]
 [ 1.00604032]
 [ 0.25052115]
 [-0.0693962 ]
 [-0.85066843]
 [-0.91983747]
 [-0.64376276]
 [-0.94658312]
 [ 1.20334954]
 [ 2.9277136 ]
 [-1.99057133]]
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Progress: 22.5% ... Training loss: 0.244 ... Validation loss: 0.397[[-0.17955782]
 [ 0.27331682]
 [-0.1389161 ]
 [ 1.03637892]
 [ 0.27345256]
 [-0.05000122]
 [-0.82051558]
 [-0.88163742]
 [-0.6094613 ]
 [-0.9104379 ]
 [ 1.23987958]
 [ 2.97797834]
 [-1.95921958]]
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Progress: 22.6% ... Training loss: 0.243 ... Validation loss: 0.412[[-0.18706246]
 [ 0.26357522]
 [-0.14561876]
 [ 1.02686564]
 [ 0.26653584]
 [-0.05515684]
 [-0.83089376]
 [-0.89638745]
 [-0.61933866]
 [-0.92231823]
 [ 1.22948504]
 [ 2.96494659]
 [-1.97538472]]
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Progress: 22.6% ... Training loss: 0.230 ... Validation loss: 0.394[[-0.20104522]
 [ 0.24655494]
 [-0.15757868]
 [ 1.00730196]
 [ 0.25375546]
 [-0.06625435]
 [-0.84869142]
 [-0.90697557]
 [-0.63924155]
 [-0.93962872]
 [ 1.20752455]
 [ 2.94045005]
 [-1.98740932]]
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Progress: 22.6% ... Training loss: 0.231 ... Validation loss: 0.390[[-0.19315572]
 [ 0.26741806]
 [-0.14611688]
 [ 1.03707752]
 [ 0.2720332 ]
 [-0.05436098]
 [-0.82515635]
 [-0.88717656]
 [-0.61382666]
 [-0.93185213]
 [ 1.24076213]
 [ 2.99456379]
 [-1.95105649]]
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Progress: 22.7% ... Training loss: 0.250 ... Validation loss: 0.391[[-0.19881679]
 [ 0.25613646]
 [-0.1528386 ]
 [ 1.0199263 ]
 [ 0.26052905]
 [-0.06048664]
 [-0.84636845]
 [-0.90866994]
 [-0.63077807]
 [-0.94604273]
 [ 1.21726493]
 [ 2.96837134]
 [-1.98209826]]
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Progress: 22.8% ... Training loss: 0.227 ... Validation loss: 0.385[[-0.19904145]
 [ 0.25769737]
 [-0.15007662]
 [ 1.0240244 ]
 [ 0.26050034]
 [-0.0595455 ]
 [-0.84456077]
 [-0.90772357]
 [-0.62790247]
 [-0.94736926]
 [ 1.22282374]
 [ 2.97372833]
 [-1.97684037]]
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Progress: 22.8% ... Training loss: 0.229 ... Validation loss: 0.383[[-0.19797715]
 [ 0.25906476]
 [-0.14997242]
 [ 1.03287328]
 [ 0.25994591]
 [-0.05714546]
 [-0.83989988]
 [-0.90910629]
 [-0.62429159]
 [-0.94335913]
 [ 1.22757568]
 [ 2.97437894]
 [-1.97548884]]
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Progress: 22.9% ... Training loss: 0.233 ... Validation loss: 0.385[[-0.21055109]
 [ 0.24746514]
 [-0.15597876]
 [ 1.01267031]
 [ 0.24888928]
 [-0.06564121]
 [-0.85619173]
 [-0.91341036]
 [-0.64364476]
 [-0.95308368]
 [ 1.20889309]
 [ 2.94682241]
 [-1.99861849]]
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Progress: 22.9% ... Training loss: 0.230 ... Validation loss: 0.390[[-0.20186995]
 [ 0.25288972]
 [-0.14914508]
 [ 1.01966428]
 [ 0.25262284]
 [-0.05571662]
 [-0.84835248]
 [-0.90181277]
 [-0.63522624]
 [-0.93699404]
 [ 1.216832  ]
 [ 2.95547448]
 [-1.99649341]]
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Progress: 22.9% ... Training loss: 0.228 ... Validation loss: 0.390[[-0.19293926]
 [ 0.27217829]
 [-0.13559818]
 [ 1.0442685 ]
 [ 0.27055525]
 [-0.04564543]
 [-0.8360305 ]
 [-0.87852442]
 [-0.61433582]
 [-0.91590434]
 [ 1.2493487 ]
 [ 2.99924843]
 [-1.97611715]]
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Progress: 23.0% ... Training loss: 0.247 ... Validation loss: 0.383[[-0.2137936 ]
 [ 0.24044846]
 [-0.16181225]
 [ 1.01226099]
 [ 0.2423232 ]
 [-0.06631474]
 [-0.86811535]
 [-0.91952028]
 [-0.65136159]
 [-0.9580757 ]
 [ 1.20298085]
 [ 2.92926517]
 [-2.01793278]]
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Progress: 23.1% ... Training loss: 0.255 ... Validation loss: 0.423[[-0.19436293]
 [ 0.26242367]
 [-0.14366022]
 [ 1.04519364]
 [ 0.26322898]
 [-0.04722137]
 [-0.83688557]
 [-0.88636861]
 [-0.61945723]
 [-0.92538181]
 [ 1.23845613]
 [ 2.98386872]
 [-1.9804644 ]]
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Progress: 23.1% ... Training loss: 0.233 ... Validation loss: 0.388[[-0.20730832]
 [ 0.24675473]
 [-0.15444845]
 [ 1.0206553 ]
 [ 0.24812669]
 [-0.05761333]
 [-0.86282756]
 [-0.90588649]
 [-0.64634059]
 [-0.94177457]
 [ 1.21199145]
 [ 2.94441362]
 [-2.01858326]]
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Progress: 23.1% ... Training loss: 0.240 ... Validation loss: 0.405[[-0.19213072]
 [ 0.26674524]
 [-0.13763844]
 [ 1.05597137]
 [ 0.26877724]
 [-0.04252101]
 [-0.83095239]
 [-0.86873786]
 [-0.61456518]
 [-0.91209682]
 [ 1.25041481]
 [ 3.00666951]
 [-1.97842918]]
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Progress: 23.2% ... Training loss: 0.248 ... Validation loss: 0.395[[-0.21414992]
 [ 0.24198252]
 [-0.15838341]
 [ 1.02112305]
 [ 0.24465058]
 [-0.06017907]
 [-0.87420487]
 [-0.91018738]
 [-0.65126748]
 [-0.95211572]
 [ 1.2071335 ]
 [ 2.94331186]
 [-2.03797064]]
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Progress: 23.2% ... Training loss: 0.248 ... Validation loss: 0.415[[-0.18871038]
 [ 0.26501898]
 [-0.13647794]
 [ 1.05558238]
 [ 0.27039572]
 [-0.03943746]
 [-0.83787583]
 [-0.86806719]
 [-0.61672147]
 [-0.91408649]
 [ 1.24840626]
 [ 3.00320444]
 [-1.99428846]]
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Progress: 23.3% ... Training loss: 0.246 ... Validation loss: 0.387[[-0.1951833 ]
 [ 0.24486349]
 [-0.15338443]
 [ 1.0242425 ]
 [ 0.24952632]
 [-0.04903675]
 [-0.85260534]
 [-0.90300682]
 [-0.6380345 ]
 [-0.93647322]
 [ 1.20120485]
 [ 2.92174125]
 [-2.04492476]]
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Progress: 23.4% ... Training loss: 0.257 ... Validation loss: 0.421[[-0.18712222]
 [ 0.25960656]
 [-0.14211163]
 [ 1.04425424]
 [ 0.26254889]
 [-0.03928108]
 [-0.83679192]
 [-0.88095633]
 [-0.61409689]
 [-0.92238036]
 [ 1.2190178 ]
 [ 2.94291496]
 [-2.02214465]]
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Progress: 23.4% ... Training loss: 0.227 ... Validation loss: 0.397[[-0.18856913]
 [ 0.25826717]
 [-0.14070362]
 [ 1.04221489]
 [ 0.26180995]
 [-0.03907278]
 [-0.83338122]
 [-0.87926246]
 [-0.61249828]
 [-0.91996227]
 [ 1.2175935 ]
 [ 2.94353907]
 [-2.02251898]]
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Progress: 23.4% ... Training loss: 0.224 ... Validation loss: 0.394[[-0.18379795]
 [ 0.27037479]
 [-0.13312928]
 [ 1.05327742]
 [ 0.27256305]
 [-0.03465565]
 [-0.82637228]
 [-0.86617279]
 [-0.60111073]
 [-0.91180601]
 [ 1.23376659]
 [ 2.98046641]
 [-2.00989079]]
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Progress: 23.5% ... Training loss: 0.236 ... Validation loss: 0.388[[-0.19372974]
 [ 0.26033456]
 [-0.14321607]
 [ 1.03027804]
 [ 0.26110171]
 [-0.04171977]
 [-0.84350709]
 [-0.88691309]
 [-0.61740695]
 [-0.92308127]
 [ 1.20943598]
 [ 2.94119171]
 [-2.03558274]]
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Progress: 23.6% ... Training loss: 0.225 ... Validation loss: 0.390[[-0.19503095]
 [ 0.26260238]
 [-0.13873628]
 [ 1.04272801]
 [ 0.26543992]
 [-0.03774359]
 [-0.83554037]
 [-0.88133184]
 [-0.61597774]
 [-0.9204653 ]
 [ 1.22554316]
 [ 2.96839483]
 [-2.01742203]]
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Progress: 23.6% ... Training loss: 0.225 ... Validation loss: 0.387[[-0.21072122]
 [ 0.23672165]
 [-0.15437197]
 [ 1.01343054]
 [ 0.24603568]
 [-0.0538791 ]
 [-0.8474146 ]
 [-0.90568683]
 [-0.63368774]
 [-0.93983053]
 [ 1.18514772]
 [ 2.91447119]
 [-2.04223972]]
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Progress: 23.6% ... Training loss: 0.244 ... Validation loss: 0.404[[-0.19478412]
 [ 0.24998556]
 [-0.13967243]
 [ 1.03927289]
 [ 0.26051429]
 [-0.03990741]
 [-0.8185557 ]
 [-0.88434186]
 [-0.60769841]
 [-0.91498086]
 [ 1.20978977]
 [ 2.94802882]
 [-2.00858129]]
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Progress: 23.7% ... Training loss: 0.225 ... Validation loss: 0.397[[-0.19508649]
 [ 0.25383413]
 [-0.13597753]
 [ 1.05613782]
 [ 0.26727557]
 [-0.04090987]
 [-0.82054627]
 [-0.87254281]
 [-0.60821548]
 [-0.90734185]
 [ 1.23722426]
 [ 2.99976781]
 [-2.00716413]]
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Progress: 23.8% ... Training loss: 0.241 ... Validation loss: 0.411[[-0.22339807]
 [ 0.22176809]
 [-0.16324664]
 [ 1.00951616]
 [ 0.23613812]
 [-0.06732506]
 [-0.87104038]
 [-0.91378178]
 [-0.6568445 ]
 [-0.94364749]
 [ 1.1843221 ]
 [ 2.92224601]
 [-2.06755127]]
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Progress: 23.8% ... Training loss: 0.271 ... Validation loss: 0.403[[-0.18858965]
 [ 0.26452789]
 [-0.12736493]
 [ 1.06844324]
 [ 0.27722801]
 [-0.03433282]
 [-0.81369424]
 [-0.86049959]
 [-0.59735016]
 [-0.89638095]
 [ 1.2444666 ]
 [ 3.00033482]
 [-1.98218257]]
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Progress: 23.9% ... Training loss: 0.256 ... Validation loss: 0.424[[-0.20930291]
 [ 0.2350955 ]
 [-0.14974677]
 [ 1.02648633]
 [ 0.24937949]
 [-0.05675115]
 [-0.85203615]
 [-0.90714851]
 [-0.63336571]
 [-0.9286986 ]
 [ 1.19729011]
 [ 2.94337797]
 [-2.042659  ]]
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Progress: 23.9% ... Training loss: 0.243 ... Validation loss: 0.394[[-0.1876398 ]
 [ 0.25729438]
 [-0.12764123]
 [ 1.0601441 ]
 [ 0.27016479]
 [-0.03759898]
 [-0.8218105 ]
 [-0.87638099]
 [-0.59676312]
 [-0.89451038]
 [ 1.23404884]
 [ 2.99219079]
 [-2.00690089]]
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Progress: 23.9% ... Training loss: 0.230 ... Validation loss: 0.406[[-0.20156875]
 [ 0.25278892]
 [-0.13697224]
 [ 1.05220539]
 [ 0.26602393]
 [-0.04607694]
 [-0.83297288]
 [-0.88506692]
 [-0.60596592]
 [-0.90580663]
 [ 1.22558948]
 [ 2.97689459]
 [-2.01991987]]
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Progress: 24.0% ... Training loss: 0.221 ... Validation loss: 0.392[[-0.1897353 ]
 [ 0.26478587]
 [-0.12919446]
 [ 1.06875165]
 [ 0.27789006]
 [-0.03548225]
 [-0.81809661]
 [-0.87498313]
 [-0.59057945]
 [-0.89403373]
 [ 1.24489599]
 [ 2.99839855]
 [-2.01319405]]
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Progress: 24.1% ... Training loss: 0.228 ... Validation loss: 0.404[[-0.20704067]
 [ 0.23961903]
 [-0.14628554]
 [ 1.03302742]
 [ 0.25430078]
 [-0.05057451]
 [-0.84994732]
 [-0.90843624]
 [-0.62167528]
 [-0.92268694]
 [ 1.20496719]
 [ 2.93985713]
 [-2.05738537]]
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Progress: 24.1% ... Training loss: 0.248 ... Validation loss: 0.391[[-0.18709386]
 [ 0.26479882]
 [-0.12494181]
 [ 1.06666789]
 [ 0.27996833]
 [-0.03084324]
 [-0.8207235 ]
 [-0.8630741 ]
 [-0.59388932]
 [-0.88408622]
 [ 1.2425908 ]
 [ 2.98723315]
 [-2.02038397]]
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Progress: 24.1% ... Training loss: 0.223 ... Validation loss: 0.401[[-0.19592075]
 [ 0.26137826]
 [-0.13287541]
 [ 1.06404849]
 [ 0.27748197]
 [-0.03745335]
 [-0.83344172]
 [-0.88084872]
 [-0.60632447]
 [-0.90296295]
 [ 1.24075261]
 [ 2.99173234]
 [-2.03770957]]
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Progress: 24.2% ... Training loss: 0.220 ... Validation loss: 0.388[[-0.20459344]
 [ 0.25265309]
 [-0.13429337]
 [ 1.05281399]
 [ 0.27164668]
 [-0.04448276]
 [-0.84502627]
 [-0.8773634 ]
 [-0.6154626 ]
 [-0.90085731]
 [ 1.23682573]
 [ 2.99448521]
 [-2.04415404]]
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Progress: 24.2% ... Training loss: 0.223 ... Validation loss: 0.386[[-0.19716953]
 [ 0.25989501]
 [-0.12983143]
 [ 1.06922614]
 [ 0.27921817]
 [-0.0368138 ]
 [-0.82950776]
 [-0.87435952]
 [-0.59896264]
 [-0.90179302]
 [ 1.24618293]
 [ 3.0000599 ]
 [-2.03510645]]
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Progress: 24.3% ... Training loss: 0.223 ... Validation loss: 0.389[[-0.19010348]
 [ 0.26155496]
 [-0.1251719 ]
 [ 1.07181683]
 [ 0.28208673]
 [-0.03204818]
 [-0.83017313]
 [-0.87195679]
 [-0.59418314]
 [-0.89275574]
 [ 1.24637309]
 [ 2.99859057]
 [-2.04373863]]
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Progress: 24.4% ... Training loss: 0.222 ... Validation loss: 0.386[[-0.2020624 ]
 [ 0.25341485]
 [-0.1298489 ]
 [ 1.06177342]
 [ 0.2764055 ]
 [-0.0404389 ]
 [-0.84219671]
 [-0.87550524]
 [-0.60483559]
 [-0.90404509]
 [ 1.24160296]
 [ 3.00538188]
 [-2.06050348]]
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Progress: 24.4% ... Training loss: 0.219 ... Validation loss: 0.377[[-0.2086914 ]
 [ 0.23951396]
 [-0.14125893]
 [ 1.04997777]
 [ 0.26265981]
 [-0.05020445]
 [-0.85341365]
 [-0.89214318]
 [-0.61405903]
 [-0.92054717]
 [ 1.22329244]
 [ 2.97876705]
 [-2.08239948]]
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Progress: 24.4% ... Training loss: 0.226 ... Validation loss: 0.383[[-0.21656959]
 [ 0.2366928 ]
 [-0.14057442]
 [ 1.04622984]
 [ 0.25860316]
 [-0.05691492]
 [-0.8554123 ]
 [-0.88226163]
 [-0.61696972]
 [-0.91956134]
 [ 1.22682386]
 [ 2.99447176]
 [-2.07357365]]
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Progress: 24.5% ... Training loss: 0.219 ... Validation loss: 0.375[[-0.21477074]
 [ 0.23787417]
 [-0.13838624]
 [ 1.0454179 ]
 [ 0.25956828]
 [-0.0565876 ]
 [-0.85852829]
 [-0.87343701]
 [-0.61840346]
 [-0.91159703]
 [ 1.22103711]
 [ 2.98783032]
 [-2.07410093]]
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Progress: 24.6% ... Training loss: 0.221 ... Validation loss: 0.381[[-0.20645812]
 [ 0.25260183]
 [-0.12981415]
 [ 1.06197348]
 [ 0.26853071]
 [-0.04844424]
 [-0.8481558 ]
 [-0.87097251]
 [-0.60879362]
 [-0.90755945]
 [ 1.22712751]
 [ 2.99438637]
 [-2.07233899]]
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Progress: 24.6% ... Training loss: 0.217 ... Validation loss: 0.376[[-0.20318233]
 [ 0.25703312]
 [-0.12462943]
 [ 1.06425586]
 [ 0.27219738]
 [-0.04382387]
 [-0.84919799]
 [-0.86343868]
 [-0.60883859]
 [-0.89715229]
 [ 1.23220541]
 [ 2.99884197]
 [-2.07484181]]
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Progress: 24.6% ... Training loss: 0.217 ... Validation loss: 0.377[[-0.20832761]
 [ 0.24452866]
 [-0.12956409]
 [ 1.05336667]
 [ 0.25924086]
 [-0.05069199]
 [-0.85321558]
 [-0.88204498]
 [-0.61660424]
 [-0.90518606]
 [ 1.21768085]
 [ 2.96565318]
 [-2.10101866]]
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Progress: 24.7% ... Training loss: 0.230 ... Validation loss: 0.386[[-0.19939058]
 [ 0.25835939]
 [-0.11559843]
 [ 1.07076961]
 [ 0.27369841]
 [-0.03961135]
 [-0.83367486]
 [-0.85689586]
 [-0.59420605]
 [-0.89194319]
 [ 1.23079523]
 [ 2.98968489]
 [-2.05850215]]
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Progress: 24.8% ... Training loss: 0.220 ... Validation loss: 0.377[[-0.21057241]
 [ 0.24221462]
 [-0.12797554]
 [ 1.04856204]
 [ 0.25731268]
 [-0.05120431]
 [-0.85749994]
 [-0.87498651]
 [-0.61756084]
 [-0.8995839 ]
 [ 1.21671322]
 [ 2.95932119]
 [-2.09036358]]
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Progress: 24.8% ... Training loss: 0.227 ... Validation loss: 0.384[[-0.19938602]
 [ 0.26023472]
 [-0.11513803]
 [ 1.08174846]
 [ 0.27654948]
 [-0.03789558]
 [-0.83424986]
 [-0.84987815]
 [-0.59044388]
 [-0.87918013]
 [ 1.25588338]
 [ 3.0147479 ]
 [-2.06440313]]
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Progress: 24.9% ... Training loss: 0.231 ... Validation loss: 0.384[[-0.21528048]
 [ 0.24383103]
 [-0.12836084]
 [ 1.06468612]
 [ 0.25984524]
 [-0.05069985]
 [-0.86362418]
 [-0.87417351]
 [-0.61711952]
 [-0.90617244]
 [ 1.22966094]
 [ 2.9753552 ]
 [-2.0949434 ]]
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Progress: 24.9% ... Training loss: 0.222 ... Validation loss: 0.382[[-0.21251249]
 [ 0.24668981]
 [-0.1268724 ]
 [ 1.0729373 ]
 [ 0.26403009]
 [-0.04718393]
 [-0.85012691]
 [-0.8601131 ]
 [-0.60797361]
 [-0.8982231 ]
 [ 1.23126989]
 [ 2.97688942]
 [-2.07886714]]
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Progress: 24.9% ... Training loss: 0.218 ... Validation loss: 0.383[[-0.19762691]
 [ 0.25793498]
 [-0.11738153]
 [ 1.09412645]
 [ 0.27787461]
 [-0.03633313]
 [-0.82949566]
 [-0.84088395]
 [-0.58723973]
 [-0.87759633]
 [ 1.2532578 ]
 [ 3.02333769]
 [-2.06433312]]
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Progress: 25.0% ... Training loss: 0.229 ... Validation loss: 0.398[[-0.21267154]
 [ 0.23606848]
 [-0.133368  ]
 [ 1.06962192]
 [ 0.26118756]
 [-0.05042843]
 [-0.8568002 ]
 [-0.86869094]
 [-0.6114413 ]
 [-0.90024282]
 [ 1.22794602]
 [ 2.98507758]
 [-2.10722141]]
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Progress: 25.1% ... Training loss: 0.225 ... Validation loss: 0.385[[-0.21332596]
 [ 0.23408298]
 [-0.13219544]
 [ 1.07358982]
 [ 0.25979683]
 [-0.05105464]
 [-0.85616534]
 [-0.86932598]
 [-0.60615462]
 [-0.9011253 ]
 [ 1.22806575]
 [ 2.98848378]
 [-2.10243715]]
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Progress: 25.1% ... Training loss: 0.218 ... Validation loss: 0.381[[-0.20765113]
 [ 0.23949868]
 [-0.1246097 ]
 [ 1.08397044]
 [ 0.26910921]
 [-0.04344751]
 [-0.84611238]
 [-0.8468932 ]
 [-0.59926862]
 [-0.88418625]
 [ 1.24112461]
 [ 3.00532202]
 [-2.08897902]]
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Progress: 25.1% ... Training loss: 0.217 ... Validation loss: 0.390[[-0.21251857]
 [ 0.23514681]
 [-0.13319091]
 [ 1.08569019]
 [ 0.2610659 ]
 [-0.0496749 ]
 [-0.85077363]
 [-0.85816229]
 [-0.60731024]
 [-0.89712145]
 [ 1.23188192]
 [ 2.98614387]
 [-2.09702534]]
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Progress: 25.2% ... Training loss: 0.217 ... Validation loss: 0.387[[-0.20903087]
 [ 0.23673735]
 [-0.13259435]
 [ 1.10174939]
 [ 0.2617036 ]
 [-0.0483339 ]
 [-0.84503414]
 [-0.86191035]
 [-0.60041288]
 [-0.89427435]
 [ 1.24589278]
 [ 3.00033752]
 [-2.09096849]]
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Progress: 25.2% ... Training loss: 0.220 ... Validation loss: 0.390[[-0.21089004]
 [ 0.2343924 ]
 [-0.13252289]
 [ 1.10074217]
 [ 0.25976971]
 [-0.04814072]
 [-0.854193  ]
 [-0.86533454]
 [-0.60685669]
 [-0.89908149]
 [ 1.2460004 ]
 [ 3.00546223]
 [-2.1059971 ]]
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Progress: 25.3% ... Training loss: 0.216 ... Validation loss: 0.389[[-0.20523292]
 [ 0.24444858]
 [-0.12616657]
 [ 1.10426075]
 [ 0.2674527 ]
 [-0.04077865]
 [-0.85171966]
 [-0.86219371]
 [-0.59828211]
 [-0.89017005]
 [ 1.2523404 ]
 [ 3.01109855]
 [-2.10674917]]
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Progress: 25.4% ... Training loss: 0.214 ... Validation loss: 0.384[[-0.20879468]
 [ 0.24425068]
 [-0.128496  ]
 [ 1.10256704]
 [ 0.26607212]
 [-0.04226359]
 [-0.86021984]
 [-0.86344256]
 [-0.60544921]
 [-0.8949114 ]
 [ 1.24722207]
 [ 3.00794365]
 [-2.1124912 ]]
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Progress: 25.4% ... Training loss: 0.214 ... Validation loss: 0.382[[-0.21007906]
 [ 0.24629826]
 [-0.12586332]
 [ 1.10573614]
 [ 0.26739395]
 [-0.03996914]
 [-0.85903278]
 [-0.86198225]
 [-0.60496648]
 [-0.89278451]
 [ 1.24606145]
 [ 3.00158602]
 [-2.10461913]]
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Progress: 25.4% ... Training loss: 0.214 ... Validation loss: 0.386[[-0.19836206]
 [ 0.2565756 ]
 [-0.11812293]
 [ 1.12650419]
 [ 0.27903115]
 [-0.02961303]
 [-0.84246053]
 [-0.85230075]
 [-0.58607087]
 [-0.87690018]
 [ 1.2643595 ]
 [ 3.03060784]
 [-2.09777366]]
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Progress: 25.5% ... Training loss: 0.223 ... Validation loss: 0.405[[-0.20904308]
 [ 0.24374426]
 [-0.13085273]
 [ 1.11593509]
 [ 0.26806082]
 [-0.04259862]
 [-0.85621854]
 [-0.87249729]
 [-0.60172133]
 [-0.89597896]
 [ 1.25419602]
 [ 3.02035799]
 [-2.12220947]]
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Progress: 25.6% ... Training loss: 0.216 ... Validation loss: 0.392[[-0.20687038]
 [ 0.25612766]
 [-0.11949735]
 [ 1.13282832]
 [ 0.28083984]
 [-0.03894539]
 [-0.85404463]
 [-0.85515363]
 [-0.59111145]
 [-0.88506457]
 [ 1.27737872]
 [ 3.06255536]
 [-2.1033405 ]]
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Progress: 25.6% ... Training loss: 0.242 ... Validation loss: 0.401[[-0.22756287]
 [ 0.2268785 ]
 [-0.14299034]
 [ 1.0984087 ]
 [ 0.25035694]
 [-0.05949895]
 [-0.88879876]
 [-0.90021218]
 [-0.6307398 ]
 [-0.92085788]
 [ 1.22952114]
 [ 2.97361636]
 [-2.15934844]]
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Progress: 25.6% ... Training loss: 0.255 ... Validation loss: 0.395[[-0.20924932]
 [ 0.24984463]
 [-0.12240459]
 [ 1.12907334]
 [ 0.27172585]
 [-0.03978769]
 [-0.86072803]
 [-0.86959743]
 [-0.60625625]
 [-0.88635423]
 [ 1.2627259 ]
 [ 3.00992405]
 [-2.13287153]]
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Progress: 25.7% ... Training loss: 0.215 ... Validation loss: 0.384[[-0.21440878]
 [ 0.24868755]
 [-0.12365875]
 [ 1.12165516]
 [ 0.26905703]
 [-0.0426232 ]
 [-0.87640662]
 [-0.87656203]
 [-0.6118289 ]
 [-0.89201356]
 [ 1.25654928]
 [ 2.99285523]
 [-2.13401186]]
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   -1.93101482e-01  -4.96660488e-01  -2.37206994e-01  -2.42323927e-01
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Progress: 25.8% ... Training loss: 0.218 ... Validation loss: 0.375[[-0.19456582]
 [ 0.26755914]
 [-0.10811945]
 [ 1.14400296]
 [ 0.28826305]
 [-0.02368652]
 [-0.84713602]
 [-0.85083701]
 [-0.58158705]
 [-0.86871449]
 [ 1.27852715]
 [ 3.01986193]
 [-2.11268811]]
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   -1.95737246e-01  -4.99502985e-01  -2.32423338e-01  -2.33509962e-01
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    1.31001630e-01  -1.41771480e-01  -5.99657746e-01  -3.82793395e-01
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Progress: 25.8% ... Training loss: 0.220 ... Validation loss: 0.383[[-0.21251967]
 [ 0.24951542]
 [-0.12264446]
 [ 1.12600479]
 [ 0.27091409]
 [-0.04033697]
 [-0.86629418]
 [-0.86901615]
 [-0.60386961]
 [-0.89476181]
 [ 1.25967451]
 [ 2.99707979]
 [-2.13680024]]
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Progress: 25.9% ... Training loss: 0.214 ... Validation loss: 0.374[[-0.20602509]
 [ 0.26190217]
 [-0.11594677]
 [ 1.13674924]
 [ 0.28018776]
 [-0.0320743 ]
 [-0.86022483]
 [-0.86185065]
 [-0.59124715]
 [-0.88738256]
 [ 1.27117009]
 [ 3.00021465]
 [-2.13404742]]
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   -1.94520743e-01  -4.98560323e-01  -2.36186839e-01  -2.44095386e-01
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Progress: 25.9% ... Training loss: 0.214 ... Validation loss: 0.372[[-0.21730716]
 [ 0.24960896]
 [-0.12364153]
 [ 1.12281637]
 [ 0.2703089 ]
 [-0.04115133]
 [-0.87713642]
 [-0.87887982]
 [-0.60999553]
 [-0.89858258]
 [ 1.25544409]
 [ 2.97037908]
 [-2.15336716]]
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   -1.93980360e-01  -4.97755006e-01  -2.36657715e-01  -2.46867618e-01
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Progress: 25.9% ... Training loss: 0.232 ... Validation loss: 0.386[[-0.20232965]
 [ 0.26304016]
 [-0.10940544]
 [ 1.14206811]
 [ 0.28540459]
 [-0.0259356 ]
 [-0.84939897]
 [-0.846565  ]
 [-0.58842405]
 [-0.87040723]
 [ 1.27441252]
 [ 2.99509016]
 [-2.12327671]]
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   -1.97648245e-01  -5.02054259e-01  -2.29550079e-01  -2.30917294e-01
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    1.31198162e-01  -1.40498415e-01  -6.04775255e-01  -3.90307398e-01
   -8.72286532e-01]]
Progress: 26.0% ... Training loss: 0.214 ... Validation loss: 0.379[[-0.2050758 ]
 [ 0.26471879]
 [-0.10970267]
 [ 1.15349653]
 [ 0.28723374]
 [-0.02757377]
 [-0.84408319]
 [-0.84047515]
 [-0.58042575]
 [-0.87461876]
 [ 1.28925561]
 [ 3.02150759]
 [-2.1186118 ]]
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   -1.95913614e-01  -5.00317157e-01  -2.33211688e-01  -2.38761047e-01
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Progress: 26.1% ... Training loss: 0.222 ... Validation loss: 0.383[[-0.21032483]
 [ 0.2576594 ]
 [-0.11725473]
 [ 1.14392939]
 [ 0.27875758]
 [-0.03290073]
 [-0.85064202]
 [-0.85341078]
 [-0.58837548]
 [-0.88983291]
 [ 1.27968804]
 [ 3.01903151]
 [-2.13905853]]
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   -1.94176962e-01  -4.97999340e-01  -2.38095327e-01  -2.49789058e-01
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Progress: 26.1% ... Training loss: 0.212 ... Validation loss: 0.378[[-0.21405498]
 [ 0.25159131]
 [-0.12398665]
 [ 1.1330825 ]
 [ 0.27064792]
 [-0.03723901]
 [-0.85273693]
 [-0.86141529]
 [-0.59299258]
 [-0.89292732]
 [ 1.271417  ]
 [ 3.01162505]
 [-2.14211041]]
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   -1.93979009e-01  -4.98444632e-01  -2.37191006e-01  -2.48181121e-01
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   -8.91148883e-01]]
Progress: 26.1% ... Training loss: 0.211 ... Validation loss: 0.374[[-0.22372682]
 [ 0.24440295]
 [-0.12720092]
 [ 1.12264091]
 [ 0.26355918]
 [-0.04591011]
 [-0.86455961]
 [-0.86103642]
 [-0.6010378 ]
 [-0.89902154]
 [ 1.26289559]
 [ 3.01706898]
 [-2.14473907]]
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   -1.93929690e-01  -4.97246536e-01  -2.38753071e-01  -2.52165029e-01
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Progress: 26.2% ... Training loss: 0.213 ... Validation loss: 0.369[[-0.22732259]
 [ 0.23511219]
 [-0.1301445 ]
 [ 1.11424838]
 [ 0.2564772 ]
 [-0.04984918]
 [-0.8710485 ]
 [-0.86930388]
 [-0.6090069 ]
 [-0.9030288 ]
 [ 1.24788925]
 [ 2.98994899]
 [-2.1602868 ]]
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    1.29241024e-01  -1.44946009e-01  -6.03333317e-01  -3.77669189e-01
   -8.94987332e-01]]
Progress: 26.2% ... Training loss: 0.219 ... Validation loss: 0.375[[-0.21350124]
 [ 0.24805387]
 [-0.11720697]
 [ 1.13404962]
 [ 0.26811515]
 [-0.03745344]
 [-0.8497739 ]
 [-0.84686842]
 [-0.58902987]
 [-0.88369972]
 [ 1.26407695]
 [ 3.00423927]
 [-2.14409592]]
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   -1.94857717e-01  -4.97307411e-01  -2.39229103e-01  -2.51204300e-01
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    1.29480335e-01  -1.47160578e-01  -6.05711317e-01  -3.78091091e-01
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Progress: 26.3% ... Training loss: 0.212 ... Validation loss: 0.375[[-0.20942624]
 [ 0.25456172]
 [-0.11211803]
 [ 1.14238956]
 [ 0.27445998]
 [-0.03488483]
 [-0.85172183]
 [-0.84239678]
 [-0.58186048]
 [-0.87805866]
 [ 1.27171003]
 [ 3.02645335]
 [-2.13560387]]
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   -9.07931415e-02  -1.50424322e-01  -7.52220537e-02   2.90197746e-02
   -1.94262753e-01  -4.97171776e-01  -2.40549188e-01  -2.54830840e-01
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Progress: 26.4% ... Training loss: 0.219 ... Validation loss: 0.370[[-0.23244234]
 [ 0.22867829]
 [-0.131849  ]
 [ 1.10887277]
 [ 0.25101376]
 [-0.05638643]
 [-0.88306736]
 [-0.87680097]
 [-0.61177983]
 [-0.91355101]
 [ 1.23592198]
 [ 2.9787534 ]
 [-2.17075854]]
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   -9.09035225e-02  -1.50412617e-01  -7.35894728e-02   3.07912965e-02
   -1.93528003e-01  -4.96669700e-01  -2.41896790e-01  -2.58708272e-01
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   -9.03931836e-01]]
Progress: 26.4% ... Training loss: 0.229 ... Validation loss: 0.382[[-0.22044129]
 [ 0.24195966]
 [-0.11774648]
 [ 1.12548417]
 [ 0.26222382]
 [-0.04669631]
 [-0.86654715]
 [-0.84752357]
 [-0.59287661]
 [-0.88296109]
 [ 1.25473806]
 [ 3.00586517]
 [-2.14979529]]
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   -9.03067131e-02  -1.50500670e-01  -7.54945878e-02   2.74416672e-02
   -1.94676765e-01  -4.99037991e-01  -2.38106917e-01  -2.46843775e-01
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    1.26488234e-01  -1.47326589e-01  -6.06893385e-01  -3.68222311e-01
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Progress: 26.4% ... Training loss: 0.212 ... Validation loss: 0.367[[-0.21515413]
 [ 0.24561658]
 [-0.11366113]
 [ 1.13628169]
 [ 0.26710382]
 [-0.04187391]
 [-0.86348793]
 [-0.84360942]
 [-0.58939206]
 [-0.87584486]
 [ 1.26809411]
 [ 3.01606928]
 [-2.1604352 ]]
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   -1.94246006e-01  -4.98584307e-01  -2.39294256e-01  -2.51332374e-01
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    1.27499751e-01  -1.49003266e-01  -6.09425240e-01  -3.69524469e-01
   -9.09277719e-01]]
Progress: 26.5% ... Training loss: 0.213 ... Validation loss: 0.366[[-0.23301481]
 [ 0.22393389]
 [-0.1293488 ]
 [ 1.11062488]
 [ 0.24716173]
 [-0.05587196]
 [-0.89437933]
 [-0.86853713]
 [-0.62100323]
 [-0.89932865]
 [ 1.23798917]
 [ 2.97143673]
 [-2.19019613]]
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   -1.94310270e-01  -4.97688546e-01  -2.40107360e-01  -2.54993703e-01
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    1.34127038e-01  -1.41632494e-01  -6.20407147e-01  -4.00574124e-01
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Progress: 26.6% ... Training loss: 0.244 ... Validation loss: 0.392[[-0.2165756 ]
 [ 0.24703598]
 [-0.11518217]
 [ 1.14927701]
 [ 0.26998303]
 [-0.03968094]
 [-0.85540939]
 [-0.83833392]
 [-0.58744478]
 [-0.87999037]
 [ 1.27195044]
 [ 3.01866713]
 [-2.13571967]]
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   -1.96417115e-01  -5.00466321e-01  -2.34390284e-01  -2.39874684e-01
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    1.29400088e-01  -1.47317336e-01  -6.14443151e-01  -3.83370233e-01
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Progress: 26.6% ... Training loss: 0.214 ... Validation loss: 0.366[[-0.22838004]
 [ 0.23667182]
 [-0.12386537]
 [ 1.13829555]
 [ 0.26038292]
 [-0.04917733]
 [-0.87326401]
 [-0.85686225]
 [-0.60482078]
 [-0.90102099]
 [ 1.26083766]
 [ 3.00939076]
 [-2.15390618]]
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   -1.96107018e-01  -4.99582740e-01  -2.34531803e-01  -2.40849089e-01
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    1.30659222e-01  -1.44230146e-01  -6.15978717e-01  -3.92838505e-01
   -9.13285689e-01]]
Progress: 26.6% ... Training loss: 0.212 ... Validation loss: 0.369[[-0.22078819]
 [ 0.2405913 ]
 [-0.12036664]
 [ 1.14147694]
 [ 0.2632213 ]
 [-0.04373502]
 [-0.86540907]
 [-0.84867518]
 [-0.59688491]
 [-0.8920307 ]
 [ 1.26010377]
 [ 3.00193593]
 [-2.1500069 ]]
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   -1.97888419e-01  -5.01541694e-01  -2.30621136e-01  -2.28535037e-01
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    1.31206489e-01  -1.45137410e-01  -6.19073878e-01  -4.05106358e-01
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Progress: 26.7% ... Training loss: 0.211 ... Validation loss: 0.371[[-0.22414597]
 [ 0.24250551]
 [-0.11764042]
 [ 1.14459031]
 [ 0.2624566 ]
 [-0.04447761]
 [-0.86801422]
 [-0.84206964]
 [-0.59693689]
 [-0.89008559]
 [ 1.26218021]
 [ 3.00274669]
 [-2.14041184]]
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   -1.97358652e-01  -5.01036259e-01  -2.31188343e-01  -2.27914772e-01
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    1.32023136e-01  -1.44026175e-01  -6.20385546e-01  -4.02936556e-01
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Progress: 26.8% ... Training loss: 0.211 ... Validation loss: 0.368[[-0.23151012]
 [ 0.2335143 ]
 [-0.12422146]
 [ 1.13695025]
 [ 0.25356307]
 [-0.05166253]
 [-0.87316057]
 [-0.84102855]
 [-0.60466932]
 [-0.89454375]
 [ 1.24962507]
 [ 2.99159048]
 [-2.1390796 ]]
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   -1.94945441e-01  -4.99526857e-01  -2.36843004e-01  -2.40298866e-01
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    1.31287761e-01  -1.46840666e-01  -6.20703153e-01  -3.96395553e-01
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Progress: 26.8% ... Training loss: 0.214 ... Validation loss: 0.377[[-0.23069532]
 [ 0.2377317 ]
 [-0.11798216]
 [ 1.14241091]
 [ 0.26077476]
 [-0.04842879]
 [-0.87385589]
 [-0.83015805]
 [-0.60153267]
 [-0.8854358 ]
 [ 1.26211526]
 [ 3.01808747]
 [-2.12947106]]
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   -1.96731264e-01  -5.01881419e-01  -2.30725872e-01  -2.28450249e-01
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    1.32207562e-01  -1.45873467e-01  -6.22342071e-01  -4.00568951e-01
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Progress: 26.9% ... Training loss: 0.216 ... Validation loss: 0.373[[-0.22887696]
 [ 0.23748205]
 [-0.12125853]
 [ 1.14020563]
 [ 0.26136199]
 [-0.04743908]
 [-0.87504792]
 [-0.84028641]
 [-0.59919782]
 [-0.8892926 ]
 [ 1.25180574]
 [ 2.99771949]
 [-2.14399275]]
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    1.29718449e-01  -1.50229413e-01  -6.21650938e-01  -3.91020175e-01
   -9.23015347e-01]]
Progress: 26.9% ... Training loss: 0.212 ... Validation loss: 0.372[[-0.21802051]
 [ 0.24308328]
 [-0.11344161]
 [ 1.14914423]
 [ 0.26517914]
 [-0.03978825]
 [-0.86668211]
 [-0.83648515]
 [-0.58520754]
 [-0.87087695]
 [ 1.2555248 ]
 [ 3.00254565]
 [-2.14126881]]
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    1.28075016e-01  -1.53976373e-01  -6.19748645e-01  -3.82673883e-01
   -9.28483746e-01]]
Progress: 26.9% ... Training loss: 0.209 ... Validation loss: 0.366[[-0.22561342]
 [ 0.23819207]
 [-0.1187106 ]
 [ 1.14306387]
 [ 0.25934817]
 [-0.04535024]
 [-0.88017648]
 [-0.84699366]
 [-0.59580872]
 [-0.88427892]
 [ 1.24744331]
 [ 2.9934646 ]
 [-2.15829721]]
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    1.27154050e-01  -1.53624647e-01  -6.18385666e-01  -3.76684471e-01
   -9.34336583e-01]]
Progress: 27.0% ... Training loss: 0.212 ... Validation loss: 0.368[[-0.21583607]
 [ 0.24636995]
 [-0.10955602]
 [ 1.16011394]
 [ 0.26905155]
 [-0.03743053]
 [-0.85691638]
 [-0.83282722]
 [-0.57537307]
 [-0.87386806]
 [ 1.26398797]
 [ 3.02060705]
 [-2.14028524]]
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Progress: 27.1% ... Training loss: 0.214 ... Validation loss: 0.364[[-0.2177027 ]
 [ 0.24067247]
 [-0.10928968]
 [ 1.14863667]
 [ 0.26380028]
 [-0.03830775]
 [-0.86776072]
 [-0.83172135]
 [-0.59188029]
 [-0.86805143]
 [ 1.25315579]
 [ 2.99344358]
 [-2.16365673]]
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Progress: 27.1% ... Training loss: 0.211 ... Validation loss: 0.372[[-0.21459088]
 [ 0.24834911]
 [-0.10255567]
 [ 1.16525989]
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Progress: 27.1% ... Training loss: 0.209 ... Validation loss: 0.373[[-0.23369926]
 [ 0.22689512]
 [-0.11889842]
 [ 1.1505234 ]
 [ 0.25071489]
 [-0.05097478]
 [-0.8816141 ]
 [-0.84438941]
 [-0.60825143]
 [-0.88622183]
 [ 1.25147039]
 [ 2.98436746]
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Progress: 27.2% ... Training loss: 0.220 ... Validation loss: 0.378[[-0.21949905]
 [ 0.25378373]
 [-0.10080843]
 [ 1.17750559]
 [ 0.27131141]
 [-0.03685833]
 [-0.85924591]
 [-0.81831877]
 [-0.57692963]
 [-0.866874  ]
 [ 1.28227543]
 [ 3.03617688]
 [-2.13955901]]
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   -1.95789458e-01  -4.99432189e-01  -2.34405171e-01  -2.36255865e-01
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    1.31192985e-01  -1.56579454e-01  -6.26333350e-01  -4.06434583e-01
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Progress: 27.2% ... Training loss: 0.235 ... Validation loss: 0.366[[-0.23349719]
 [ 0.2304353 ]
 [-0.11594202]
 [ 1.13525982]
 [ 0.24838133]
 [-0.04751446]
 [-0.89043912]
 [-0.83810746]
 [-0.61276824]
 [-0.88292679]
 [ 1.23348527]
 [ 2.95088492]
 [-2.18526431]]
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   -1.94117360e-01  -4.98213959e-01  -2.39547481e-01  -2.51082975e-01
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 [ -9.57421758e-02  -1.97195525e-02  -2.40768592e-01  -8.51722196e-01
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Progress: 27.3% ... Training loss: 0.242 ... Validation loss: 0.396[[-0.20725782]
 [ 0.27476938]
 [-0.08390315]
 [ 1.19743008]
 [ 0.28891624]
 [-0.02046453]
 [-0.84458686]
 [-0.79270818]
 [-0.55964112]
 [-0.84273825]
 [ 1.30477471]
 [ 3.05415716]
 [-2.12213338]]
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   -1.97795225e-01  -5.03974112e-01  -2.30145859e-01  -2.29699946e-01
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 [ -9.71039838e-02  -1.78383784e-02  -2.41553246e-01  -8.46110413e-01
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    1.29091299e-01  -1.65571549e-01  -6.27011693e-01  -4.04354287e-01
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Progress: 27.4% ... Training loss: 0.276 ... Validation loss: 0.397[[-0.23039367]
 [ 0.23956878]
 [-0.10749605]
 [ 1.1415335 ]
 [ 0.25846297]
 [-0.04275957]
 [-0.89240436]
 [-0.83837221]
 [-0.60199647]
 [-0.87765297]
 [ 1.24851048]
 [ 2.98159198]
 [-2.18834266]]
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   -1.95885914e-01  -5.01757645e-01  -2.34430959e-01  -2.39436677e-01
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Progress: 27.4% ... Training loss: 0.216 ... Validation loss: 0.371[[-0.22055611]
 [ 0.25475856]
 [-0.09717512]
 [ 1.17760228]
 [ 0.2736654 ]
 [-0.03391565]
 [-0.86874292]
 [-0.81648046]
 [-0.57923538]
 [-0.86082599]
 [ 1.27954267]
 [ 3.02435202]
 [-2.16711479]]
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   -8.97920480e-02  -1.50715223e-01  -7.97355135e-02   2.22061162e-02
   -1.96705461e-01  -5.02916828e-01  -2.33449562e-01  -2.35639597e-01
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Progress: 27.4% ... Training loss: 0.214 ... Validation loss: 0.368[[-0.23321872]
 [ 0.23582324]
 [-0.11379214]
 [ 1.15621539]
 [ 0.25508838]
 [-0.04505989]
 [-0.89361868]
 [-0.84765945]
 [-0.60391188]
 [-0.88407234]
 [ 1.24509434]
 [ 2.95590085]
 [-2.20526714]]
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Progress: 27.5% ... Training loss: 0.240 ... Validation loss: 0.385[[-0.2179497 ]
 [ 0.26461133]
 [-0.09419878]
 [ 1.19046107]
 [ 0.2800195 ]
 [-0.02797814]
 [-0.86130417]
 [-0.81571082]
 [-0.56765189]
 [-0.8553856 ]
 [ 1.27997562]
 [ 3.00408767]
 [-2.16783753]]
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   -1.99364218e-01  -5.05071034e-01  -2.28651552e-01  -2.24173281e-01
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Progress: 27.6% ... Training loss: 0.213 ... Validation loss: 0.364[[-0.22930469]
 [ 0.25996118]
 [-0.09870044]
 [ 1.17522272]
 [ 0.27442979]
 [-0.03630542]
 [-0.88099195]
 [-0.81775128]
 [-0.58479691]
 [-0.86603195]
 [ 1.26811381]
 [ 3.00042899]
 [-2.18874653]]
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   -1.96072317e-01  -5.02075274e-01  -2.36743176e-01  -2.42159622e-01
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Progress: 27.6% ... Training loss: 0.209 ... Validation loss: 0.364[[-0.22720941]
 [ 0.25879323]
 [-0.09936829]
 [ 1.17408507]
 [ 0.27095505]
 [-0.03413305]
 [-0.87734806]
 [-0.82032367]
 [-0.58500776]
 [-0.86150518]
 [ 1.26424892]
 [ 2.98775749]
 [-2.20624227]]
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Progress: 27.6% ... Training loss: 0.210 ... Validation loss: 0.367[[-0.22334161]
 [ 0.26837064]
 [-0.09055454]
 [ 1.18938555]
 [ 0.28181831]
 [-0.02798466]
 [-0.8685152 ]
 [-0.8064242 ]
 [-0.56679289]
 [-0.85184021]
 [ 1.28598718]
 [ 3.03173152]
 [-2.17711937]]
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   -1.95266127e-01  -5.01795728e-01  -2.40608727e-01  -2.48653809e-01
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Progress: 27.7% ... Training loss: 0.229 ... Validation loss: 0.371[[-0.23643285]
 [ 0.25073068]
 [-0.10273351]
 [ 1.17075758]
 [ 0.26531056]
 [-0.04045014]
 [-0.88766918]
 [-0.82357319]
 [-0.59199288]
 [-0.86848751]
 [ 1.26551558]
 [ 3.0045623 ]
 [-2.20089304]]
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Progress: 27.8% ... Training loss: 0.207 ... Validation loss: 0.363[[-0.22983945]
 [ 0.25595622]
 [-0.10200604]
 [ 1.1704258 ]
 [ 0.26864853]
 [-0.03828211]
 [-0.88504983]
 [-0.83143834]
 [-0.5814213 ]
 [-0.86527446]
 [ 1.26422795]
 [ 3.00471067]
 [-2.20372187]]
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   -1.94665671e-01  -5.00788079e-01  -2.43301188e-01  -2.62164294e-01
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Progress: 27.8% ... Training loss: 0.206 ... Validation loss: 0.358[[-0.24059738]
 [ 0.25046992]
 [-0.10696337]
 [ 1.15988837]
 [ 0.26494257]
 [-0.04501991]
 [-0.89552485]
 [-0.83203758]
 [-0.58881939]
 [-0.87383763]
 [ 1.25510393]
 [ 3.00746034]
 [-2.20147698]]
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   -1.94894089e-01  -5.01250395e-01  -2.42135871e-01  -2.60814459e-01
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Progress: 27.9% ... Training loss: 0.211 ... Validation loss: 0.365[[-0.22967221]
 [ 0.24916634]
 [-0.10416955]
 [ 1.16337   ]
 [ 0.26430093]
 [-0.0368853 ]
 [-0.88330016]
 [-0.83425728]
 [-0.581119  ]
 [-0.86241833]
 [ 1.24888511]
 [ 2.98061195]
 [-2.21322582]]
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   -1.94314940e-01  -5.01380810e-01  -2.45065912e-01  -2.68859085e-01
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Progress: 27.9% ... Training loss: 0.211 ... Validation loss: 0.368[[-0.23133251]
 [ 0.24830063]
 [-0.1034636 ]
 [ 1.16247921]
 [ 0.26518759]
 [-0.03773504]
 [-0.88427962]
 [-0.82022066]
 [-0.57578128]
 [-0.85833735]
 [ 1.2471478 ]
 [ 2.98312236]
 [-2.20452123]]
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   -1.94347707e-01  -5.01775608e-01  -2.45710160e-01  -2.71167905e-01
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Progress: 27.9% ... Training loss: 0.209 ... Validation loss: 0.372[[-0.23304344]
 [ 0.2523409 ]
 [-0.10214424]
 [ 1.16443455]
 [ 0.26785965]
 [-0.03947928]
 [-0.88478449]
 [-0.81213859]
 [-0.57364178]
 [-0.85660808]
 [ 1.24772041]
 [ 2.99810957]
 [-2.20044235]]
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   -1.93988702e-01  -5.02212926e-01  -2.43817103e-01  -2.64799043e-01
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Progress: 28.0% ... Training loss: 0.211 ... Validation loss: 0.372[[-0.23414812]
 [ 0.25024622]
 [-0.10499249]
 [ 1.15549482]
 [ 0.26374886]
 [-0.0420038 ]
 [-0.88659809]
 [-0.81620835]
 [-0.57714846]
 [-0.85719646]
 [ 1.23992029]
 [ 2.97912963]
 [-2.21644594]]
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   -1.94012514e-01  -5.02181122e-01  -2.43867613e-01  -2.65081659e-01
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Progress: 28.1% ... Training loss: 0.209 ... Validation loss: 0.374[[-0.22094413]
 [ 0.26287989]
 [-0.09381714]
 [ 1.16812141]
 [ 0.27352448]
 [-0.03082887]
 [-0.86839395]
 [-0.81181092]
 [-0.56023412]
 [-0.83842949]
 [ 1.25011587]
 [ 2.98672417]
 [-2.2109495 ]]
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   -1.94854049e-01  -5.02989393e-01  -2.43199351e-01  -2.65130935e-01
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Progress: 28.1% ... Training loss: 0.206 ... Validation loss: 0.366[[-0.23175032]
 [ 0.25397948]
 [-0.10067854]
 [ 1.15766819]
 [ 0.26551919]
 [-0.04033158]
 [-0.88495471]
 [-0.82299385]
 [-0.57012043]
 [-0.85199021]
 [ 1.23621613]
 [ 2.97468165]
 [-2.22060087]]
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Progress: 28.1% ... Training loss: 0.208 ... Validation loss: 0.369[[-0.22594968]
 [ 0.26285651]
 [-0.09401356]
 [ 1.16802592]
 [ 0.27577074]
 [-0.03223361]
 [-0.87611505]
 [-0.8125371 ]
 [-0.55596152]
 [-0.84902479]
 [ 1.24962153]
 [ 3.00094191]
 [-2.20294325]]
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Progress: 28.2% ... Training loss: 0.210 ... Validation loss: 0.359[[-0.22597709]
 [ 0.24867728]
 [-0.09921627]
 [ 1.15472934]
 [ 0.2681517 ]
 [-0.03365481]
 [-0.88225883]
 [-0.8224138 ]
 [-0.56284083]
 [-0.85001087]
 [ 1.23280803]
 [ 2.97032185]
 [-2.2370609 ]]
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   -1.95759211e-01  -5.03904404e-01  -2.40803349e-01  -2.61559192e-01
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Progress: 28.2% ... Training loss: 0.212 ... Validation loss: 0.364[[-0.22643449]
 [ 0.25480703]
 [-0.09583701]
 [ 1.16089636]
 [ 0.27254344]
 [-0.03359813]
 [-0.87747893]
 [-0.81211421]
 [-0.55787691]
 [-0.84774149]
 [ 1.24074068]
 [ 2.98564198]
 [-2.21816854]]
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Progress: 28.3% ... Training loss: 0.205 ... Validation loss: 0.362[[-0.21964805]
 [ 0.25931958]
 [-0.09315567]
 [ 1.1681587 ]
 [ 0.27527199]
 [-0.02871183]
 [-0.8717508 ]
 [-0.81265068]
 [-0.5528701 ]
 [-0.84604541]
 [ 1.2411451 ]
 [ 2.98175719]
 [-2.22462991]]
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Progress: 28.4% ... Training loss: 0.204 ... Validation loss: 0.361[[-0.22483425]
 [ 0.2513245 ]
 [-0.10004952]
 [ 1.15454074]
 [ 0.26569073]
 [-0.03461116]
 [-0.88433668]
 [-0.82669764]
 [-0.56648192]
 [-0.85510906]
 [ 1.22913999]
 [ 2.96640178]
 [-2.24622603]]
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   -1.98205247e-01  -5.05902069e-01  -2.35785445e-01  -2.51193151e-01
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Progress: 28.4% ... Training loss: 0.214 ... Validation loss: 0.366[[-0.21465983]
 [ 0.26668806]
 [-0.08890438]
 [ 1.17373954]
 [ 0.28371867]
 [-0.02341662]
 [-0.86526452]
 [-0.80304736]
 [-0.54088682]
 [-0.836379  ]
 [ 1.25540745]
 [ 3.01996209]
 [-2.21717987]]
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Progress: 28.4% ... Training loss: 0.217 ... Validation loss: 0.360[[-0.22422982]
 [ 0.25252341]
 [-0.10154136]
 [ 1.1621398 ]
 [ 0.27139939]
 [-0.03489813]
 [-0.87559714]
 [-0.82235807]
 [-0.55644296]
 [-0.85530217]
 [ 1.24053936]
 [ 3.00478292]
 [-2.24325674]]
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Progress: 28.5% ... Training loss: 0.204 ... Validation loss: 0.357[[-0.22164292]
 [ 0.26290322]
 [-0.09332814]
 [ 1.17429047]
 [ 0.28004151]
 [-0.03047928]
 [-0.87018698]
 [-0.80858173]
 [-0.55459242]
 [-0.84367316]
 [ 1.25698106]
 [ 3.0420839 ]
 [-2.23778445]]
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Progress: 28.6% ... Training loss: 0.212 ... Validation loss: 0.369[[-0.22873311]
 [ 0.2517066 ]
 [-0.10084775]
 [ 1.15524738]
 [ 0.26752398]
 [-0.03724121]
 [-0.88830485]
 [-0.82354537]
 [-0.57572862]
 [-0.8500979 ]
 [ 1.23657503]
 [ 2.99457028]
 [-2.26781514]]
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Progress: 28.6% ... Training loss: 0.211 ... Validation loss: 0.359[[-0.22597962]
 [ 0.25742699]
 [-0.09766789]
 [ 1.17534581]
 [ 0.27216403]
 [-0.03522535]
 [-0.87272922]
 [-0.81671038]
 [-0.56039921]
 [-0.84505341]
 [ 1.25436159]
 [ 3.02086293]
 [-2.23792623]]
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Progress: 28.6% ... Training loss: 0.204 ... Validation loss: 0.359[[-0.23563051]
 [ 0.24279036]
 [-0.11433688]
 [ 1.16612529]
 [ 0.2561008 ]
 [-0.04576846]
 [-0.8896845 ]
 [-0.84476341]
 [-0.57860455]
 [-0.86841787]
 [ 1.23415529]
 [ 2.97853447]
 [-2.26199328]]
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Progress: 28.7% ... Training loss: 0.221 ... Validation loss: 0.367[[-0.22470764]
 [ 0.25487454]
 [-0.09905639]
 [ 1.18080213]
 [ 0.27008505]
 [-0.03314309]
 [-0.88432962]
 [-0.82113751]
 [-0.56846055]
 [-0.84002488]
 [ 1.24511791]
 [ 2.98063265]
 [-2.24492841]]
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Progress: 28.8% ... Training loss: 0.206 ... Validation loss: 0.360[[-0.22075188]
 [ 0.25692012]
 [-0.0952349 ]
 [ 1.19214384]
 [ 0.27383881]
 [-0.02695862]
 [-0.87277354]
 [-0.81300728]
 [-0.56313801]
 [-0.83544164]
 [ 1.25169693]
 [ 2.97639229]
 [-2.23992173]]
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Progress: 28.8% ... Training loss: 0.208 ... Validation loss: 0.365[[-0.23278286]
 [ 0.25074503]
 [-0.10150512]
 [ 1.19196074]
 [ 0.2688076 ]
 [-0.03759872]
 [-0.89087806]
 [-0.8211742 ]
 [-0.57575067]
 [-0.84712209]
 [ 1.24946212]
 [ 2.96905458]
 [-2.24552954]]
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Progress: 28.9% ... Training loss: 0.205 ... Validation loss: 0.359[[-0.2374793 ]
 [ 0.24763872]
 [-0.10372332]
 [ 1.18996359]
 [ 0.26446857]
 [-0.03954017]
 [-0.89518957]
 [-0.82487658]
 [-0.57773039]
 [-0.85468114]
 [ 1.24605533]
 [ 2.97021871]
 [-2.24591881]]
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Progress: 28.9% ... Training loss: 0.204 ... Validation loss: 0.358[[-0.23165225]
 [ 0.2546681 ]
 [-0.09718643]
 [ 1.20246034]
 [ 0.27063012]
 [-0.03608077]
 [-0.88817305]
 [-0.81357741]
 [-0.5655648 ]
 [-0.84552163]
 [ 1.25892659]
 [ 2.99417338]
 [-2.23253569]]
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Progress: 28.9% ... Training loss: 0.207 ... Validation loss: 0.355[[-0.23565106]
 [ 0.24459347]
 [-0.10518103]
 [ 1.18958491]
 [ 0.26007223]
 [-0.04137277]
 [-0.89291415]
 [-0.82738318]
 [-0.5783396 ]
 [-0.85068532]
 [ 1.24332883]
 [ 2.97016666]
 [-2.26230443]]
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Progress: 29.0% ... Training loss: 0.205 ... Validation loss: 0.357[[-0.23892312]
 [ 0.23514937]
 [-0.11094811]
 [ 1.1789523 ]
 [ 0.2513165 ]
 [-0.04462768]
 [-0.90146483]
 [-0.84063381]
 [-0.58607852]
 [-0.85848448]
 [ 1.22597311]
 [ 2.93960476]
 [-2.27578867]]
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   -2.00920560e-01  -5.06778855e-01  -2.30315417e-01  -2.34720327e-01
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Progress: 29.1% ... Training loss: 0.230 ... Validation loss: 0.370[[-0.22382103]
 [ 0.26188129]
 [-0.09034383]
 [ 1.21407622]
 [ 0.27673365]
 [-0.02739778]
 [-0.86870605]
 [-0.80567489]
 [-0.55299855]
 [-0.82968347]
 [ 1.26443391]
 [ 2.99394411]
 [-2.23495497]]
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Progress: 29.1% ... Training loss: 0.212 ... Validation loss: 0.363[[-0.2373423 ]
 [ 0.24924716]
 [-0.10073286]
 [ 1.20269813]
 [ 0.26522349]
 [-0.03961136]
 [-0.88655673]
 [-0.82346671]
 [-0.56616608]
 [-0.85616607]
 [ 1.25534021]
 [ 2.98650858]
 [-2.25341471]]
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Progress: 29.1% ... Training loss: 0.204 ... Validation loss: 0.355[[-0.23093678]
 [ 0.2566544 ]
 [-0.09598119]
 [ 1.21036578]
 [ 0.26944739]
 [-0.03770259]
 [-0.88931869]
 [-0.82225683]
 [-0.55840546]
 [-0.84573699]
 [ 1.26676071]
 [ 3.00898277]
 [-2.26224858]]
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Progress: 29.2% ... Training loss: 0.212 ... Validation loss: 0.349[[-0.23968763]
 [ 0.24297119]
 [-0.10656586]
 [ 1.20198931]
 [ 0.25505471]
 [-0.04622033]
 [-0.90182537]
 [-0.83796535]
 [-0.57771024]
 [-0.86040598]
 [ 1.25532513]
 [ 2.98996756]
 [-2.28367537]]
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Progress: 29.2% ... Training loss: 0.201 ... Validation loss: 0.353[[-0.23773753]
 [ 0.23923205]
 [-0.10564215]
 [ 1.20648579]
 [ 0.25479277]
 [-0.04395982]
 [-0.89852139]
 [-0.83060581]
 [-0.57513647]
 [-0.84732233]
 [ 1.25490688]
 [ 2.98879597]
 [-2.28724769]]
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Progress: 29.3% ... Training loss: 0.201 ... Validation loss: 0.355[[-0.24174258]
 [ 0.2380078 ]
 [-0.10548675]
 [ 1.20540827]
 [ 0.2512173 ]
 [-0.04522126]
 [-0.9026005 ]
 [-0.82821341]
 [-0.57973497]
 [-0.84554382]
 [ 1.25496698]
 [ 2.98570262]
 [-2.28519491]]
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Progress: 29.4% ... Training loss: 0.199 ... Validation loss: 0.353[[-0.24036102]
 [ 0.23883361]
 [-0.10774519]
 [ 1.21114235]
 [ 0.24975538]
 [-0.0452387 ]
 [-0.89275039]
 [-0.82725972]
 [-0.57783543]
 [-0.83977074]
 [ 1.25832387]
 [ 2.99027898]
 [-2.28970953]]
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Progress: 29.4% ... Training loss: 0.199 ... Validation loss: 0.354[[-0.2442971 ]
 [ 0.23837857]
 [-0.10943443]
 [ 1.20961317]
 [ 0.24987398]
 [-0.04788988]
 [-0.90050476]
 [-0.83072563]
 [-0.58094636]
 [-0.84733713]
 [ 1.25716003]
 [ 2.99075815]
 [-2.28968825]]
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Progress: 29.4% ... Training loss: 0.201 ... Validation loss: 0.353[[-0.24405024]
 [ 0.23896482]
 [-0.10645545]
 [ 1.21912962]
 [ 0.25270929]
 [-0.04504446]
 [-0.89904622]
 [-0.83138174]
 [-0.57727286]
 [-0.84657789]
 [ 1.26684181]
 [ 3.00471654]
 [-2.29512411]]
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Progress: 29.5% ... Training loss: 0.201 ... Validation loss: 0.350[[-0.25496022]
 [ 0.23013647]
 [-0.11328465]
 [ 1.20769654]
 [ 0.24406574]
 [-0.05156535]
 [-0.91328049]
 [-0.83769616]
 [-0.59318115]
 [-0.8607758 ]
 [ 1.24967204]
 [ 2.9759015 ]
 [-2.30928989]]
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Progress: 29.6% ... Training loss: 0.205 ... Validation loss: 0.358[[-0.24294196]
 [ 0.24347267]
 [-0.10313975]
 [ 1.2216157 ]
 [ 0.2557215 ]
 [-0.0406381 ]
 [-0.89211333]
 [-0.82171814]
 [-0.57058689]
 [-0.84297437]
 [ 1.26326376]
 [ 3.00189184]
 [-2.29554091]]
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Progress: 29.6% ... Training loss: 0.202 ... Validation loss: 0.353[[-0.24003495]
 [ 0.2345916 ]
 [-0.10661885]
 [ 1.22112185]
 [ 0.25150797]
 [-0.03938373]
 [-0.892741  ]
 [-0.83089157]
 [-0.57168984]
 [-0.84445756]
 [ 1.25056116]
 [ 2.96639768]
 [-2.31313763]]
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Progress: 29.6% ... Training loss: 0.208 ... Validation loss: 0.357[[-0.24069   ]
 [ 0.23976612]
 [-0.10223592]
 [ 1.23532801]
 [ 0.26053019]
 [-0.03732201]
 [-0.88496374]
 [-0.81819971]
 [-0.56452871]
 [-0.83994109]
 [ 1.2717929 ]
 [ 3.01491115]
 [-2.2954228 ]]
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Progress: 29.7% ... Training loss: 0.204 ... Validation loss: 0.359[[-0.24145261]
 [ 0.24180325]
 [-0.10382993]
 [ 1.22148885]
 [ 0.2592359 ]
 [-0.03971804]
 [-0.89780064]
 [-0.82141198]
 [-0.56964629]
 [-0.84074129]
 [ 1.2599    ]
 [ 3.01196191]
 [-2.31563683]]
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Progress: 29.8% ... Training loss: 0.198 ... Validation loss: 0.352[[-0.24215733]
 [ 0.23443391]
 [-0.1087079 ]
 [ 1.21707371]
 [ 0.25134606]
 [-0.04021562]
 [-0.89581723]
 [-0.83870391]
 [-0.57351554]
 [-0.84278328]
 [ 1.25268326]
 [ 2.98975505]
 [-2.34740934]]
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Progress: 29.8% ... Training loss: 0.216 ... Validation loss: 0.356[[-0.24480183]
 [ 0.23222451]
 [-0.10720044]
 [ 1.22659787]
 [ 0.25259572]
 [-0.04131073]
 [-0.88936935]
 [-0.82121185]
 [-0.57280657]
 [-0.83513695]
 [ 1.2605898 ]
 [ 3.00845225]
 [-2.32341859]]
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Progress: 29.9% ... Training loss: 0.203 ... Validation loss: 0.376[[-0.24796262]
 [ 0.23609804]
 [-0.10309945]
 [ 1.22976889]
 [ 0.25427363]
 [-0.04230709]
 [-0.89757843]
 [-0.81474489]
 [-0.57488329]
 [-0.83759548]
 [ 1.26397034]
 [ 3.01562292]
 [-2.30698843]]
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Progress: 29.9% ... Training loss: 0.202 ... Validation loss: 0.380[[-0.2441416 ]
 [ 0.24465802]
 [-0.10062156]
 [ 1.23447242]
 [ 0.25812692]
 [-0.04001641]
 [-0.89512152]
 [-0.81840121]
 [-0.56432637]
 [-0.84014917]
 [ 1.2704921 ]
 [ 3.02894508]
 [-2.30901275]]
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Progress: 29.9% ... Training loss: 0.205 ... Validation loss: 0.370[[-0.26274794]
 [ 0.21770446]
 [-0.11891202]
 [ 1.20253016]
 [ 0.23422203]
 [-0.05614792]
 [-0.93365332]
 [-0.85477815]
 [-0.60115994]
 [-0.86692573]
 [ 1.23333719]
 [ 2.9634525 ]
 [-2.35549345]]
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Progress: 30.0% ... Training loss: 0.241 ... Validation loss: 0.359[[-0.23292998]
 [ 0.25033168]
 [-0.09247397]
 [ 1.24686346]
 [ 0.2660682 ]
 [-0.03068323]
 [-0.88293883]
 [-0.8153698 ]
 [-0.54863673]
 [-0.82635327]
 [ 1.27119324]
 [ 3.0232045 ]
 [-2.30425284]]
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Progress: 30.1% ... Training loss: 0.209 ... Validation loss: 0.372[[-0.24054186]
 [ 0.24629174]
 [-0.09523894]
 [ 1.23128161]
 [ 0.26115621]
 [-0.03468768]
 [-0.90255116]
 [-0.82288037]
 [-0.56103778]
 [-0.83719813]
 [ 1.25863995]
 [ 3.01916768]
 [-2.32223834]]
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Progress: 30.1% ... Training loss: 0.199 ... Validation loss: 0.353[[-0.24412249]
 [ 0.24547186]
 [-0.09583585]
 [ 1.22491423]
 [ 0.25986037]
 [-0.03553948]
 [-0.91024414]
 [-0.81999195]
 [-0.56482835]
 [-0.83323216]
 [ 1.24972395]
 [ 3.00693062]
 [-2.3234057 ]]
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Progress: 30.1% ... Training loss: 0.198 ... Validation loss: 0.353[[-0.23753427]
 [ 0.25544204]
 [-0.08964492]
 [ 1.24047366]
 [ 0.26869184]
 [-0.02947835]
 [-0.89730532]
 [-0.81110176]
 [-0.55023565]
 [-0.82858668]
 [ 1.26183726]
 [ 3.02676176]
 [-2.31422635]]
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Progress: 30.2% ... Training loss: 0.205 ... Validation loss: 0.371[[-0.25418385]
 [ 0.23779409]
 [-0.10216611]
 [ 1.21235719]
 [ 0.25064024]
 [-0.04640738]
 [-0.92647405]
 [-0.82783387]
 [-0.58117893]
 [-0.84385595]
 [ 1.2382979 ]
 [ 2.98776202]
 [-2.35353204]]
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Progress: 30.2% ... Training loss: 0.210 ... Validation loss: 0.350[[-0.23747853]
 [ 0.26147193]
 [-0.08460065]
 [ 1.24454272]
 [ 0.26940943]
 [-0.03197227]
 [-0.89718462]
 [-0.80281252]
 [-0.55200352]
 [-0.82143813]
 [ 1.26940114]
 [ 3.03583929]
 [-2.32329203]]
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Progress: 30.3% ... Training loss: 0.208 ... Validation loss: 0.375[[-0.24483567]
 [ 0.2513459 ]
 [-0.09098548]
 [ 1.2374719 ]
 [ 0.26152415]
 [-0.04046017]
 [-0.91735389]
 [-0.81913541]
 [-0.56502742]
 [-0.83592552]
 [ 1.25858574]
 [ 3.02003187]
 [-2.344755  ]]
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Progress: 30.4% ... Training loss: 0.196 ... Validation loss: 0.346[[-0.24296173]
 [ 0.25384359]
 [-0.08784767]
 [ 1.24351493]
 [ 0.26344359]
 [-0.03743992]
 [-0.91574521]
 [-0.82160866]
 [-0.56121138]
 [-0.83563301]
 [ 1.26257965]
 [ 3.02198036]
 [-2.34724437]]
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Progress: 30.4% ... Training loss: 0.197 ... Validation loss: 0.344[[-0.23513414]
 [ 0.26052539]
 [-0.08417487]
 [ 1.25988345]
 [ 0.26784832]
 [-0.03240975]
 [-0.90087332]
 [-0.81340834]
 [-0.54657391]
 [-0.82966002]
 [ 1.27576691]
 [ 3.03297377]
 [-2.3451005 ]]
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Progress: 30.4% ... Training loss: 0.200 ... Validation loss: 0.349[[-0.2388306 ]
 [ 0.26005053]
 [-0.08588792]
 [ 1.25241311]
 [ 0.26531621]
 [-0.03618352]
 [-0.90640008]
 [-0.81503623]
 [-0.55140849]
 [-0.8387887 ]
 [ 1.27093094]
 [ 3.03500077]
 [-2.35636837]]
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Progress: 30.5% ... Training loss: 0.198 ... Validation loss: 0.342[[-0.2559148 ]
 [ 0.24950663]
 [-0.0953752 ]
 [ 1.24338108]
 [ 0.25325385]
 [-0.04872625]
 [-0.93933199]
 [-0.83537922]
 [-0.57551174]
 [-0.86225718]
 [ 1.26001581]
 [ 3.02073921]
 [-2.3711514 ]]
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Progress: 30.6% ... Training loss: 0.200 ... Validation loss: 0.335[[-0.25505135]
 [ 0.2579855 ]
 [-0.09052105]
 [ 1.25858307]
 [ 0.26080644]
 [-0.04600866]
 [-0.93519838]
 [-0.82152025]
 [-0.56992346]
 [-0.85414302]
 [ 1.2722401 ]
 [ 3.03893979]
 [-2.36080033]]
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Progress: 30.6% ... Training loss: 0.202 ... Validation loss: 0.335[[-0.25628422]
 [ 0.24966696]
 [-0.09610923]
 [ 1.24955955]
 [ 0.25282736]
 [-0.04971541]
 [-0.93758357]
 [-0.8274585 ]
 [-0.57595193]
 [-0.85593653]
 [ 1.25951467]
 [ 3.01452794]
 [-2.37959055]]
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Progress: 30.6% ... Training loss: 0.198 ... Validation loss: 0.335[[-0.25057504]
 [ 0.2519672 ]
 [-0.09624228]
 [ 1.25521712]
 [ 0.2538309 ]
 [-0.0469581 ]
 [-0.93058399]
 [-0.82765618]
 [-0.57020776]
 [-0.85139156]
 [ 1.26117855]
 [ 3.00963741]
 [-2.38606754]]
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Progress: 30.7% ... Training loss: 0.199 ... Validation loss: 0.337[[-0.23301796]
 [ 0.26440111]
 [-0.08550571]
 [ 1.27961009]
 [ 0.26623609]
 [-0.03470573]
 [-0.89968059]
 [-0.81016908]
 [-0.5456717 ]
 [-0.82764917]
 [ 1.28007262]
 [ 3.03001433]
 [-2.37254872]]
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Progress: 30.8% ... Training loss: 0.198 ... Validation loss: 0.347[[-0.24271412]
 [ 0.25739128]
 [-0.09017499]
 [ 1.27310341]
 [ 0.26018569]
 [-0.0405116 ]
 [-0.92315901]
 [-0.81630993]
 [-0.56365566]
 [-0.83462853]
 [ 1.27586649]
 [ 3.02399896]
 [-2.38563913]]
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Progress: 30.8% ... Training loss: 0.193 ... Validation loss: 0.338[[-0.23605292]
 [ 0.2635739 ]
 [-0.08458935]
 [ 1.28349058]
 [ 0.26604212]
 [-0.03453904]
 [-0.91920291]
 [-0.80882034]
 [-0.55588338]
 [-0.82855771]
 [ 1.28143842]
 [ 3.03076505]
 [-2.37480554]]
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Progress: 30.9% ... Training loss: 0.195 ... Validation loss: 0.340[[-0.24358816]
 [ 0.26365801]
 [-0.08262145]
 [ 1.27769684]
 [ 0.26671892]
 [-0.03800011]
 [-0.93633509]
 [-0.8010842 ]
 [-0.56227805]
 [-0.8345994 ]
 [ 1.28028368]
 [ 3.04798754]
 [-2.3734259 ]]
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Progress: 30.9% ... Training loss: 0.204 ... Validation loss: 0.343[[-0.24880641]
 [ 0.25494265]
 [-0.08792086]
 [ 1.27066054]
 [ 0.25829731]
 [-0.0443646 ]
 [-0.94485407]
 [-0.80872559]
 [-0.57122064]
 [-0.84284286]
 [ 1.26890392]
 [ 3.02997294]
 [-2.39084049]]
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Progress: 30.9% ... Training loss: 0.196 ... Validation loss: 0.338[[-0.25715424]
 [ 0.25174168]
 [-0.09072899]
 [ 1.25900357]
 [ 0.25575313]
 [-0.04990041]
 [-0.96503038]
 [-0.81110156]
 [-0.58217445]
 [-0.84163421]
 [ 1.2671701 ]
 [ 3.03545531]
 [-2.39568726]]
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Progress: 31.0% ... Training loss: 0.202 ... Validation loss: 0.346[[-0.24743982]
 [ 0.24961999]
 [-0.08804629]
 [ 1.26226884]
 [ 0.25396509]
 [-0.04242724]
 [-0.94760369]
 [-0.81079979]
 [-0.57265926]
 [-0.8302963 ]
 [ 1.25996311]
 [ 3.00321535]
 [-2.41212427]]
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Progress: 31.1% ... Training loss: 0.198 ... Validation loss: 0.343[[-0.23366083]
 [ 0.25898682]
 [-0.08060498]
 [ 1.26628268]
 [ 0.26321336]
 [-0.0339097 ]
 [-0.92207326]
 [-0.79487357]
 [-0.54936883]
 [-0.80951277]
 [ 1.26154771]
 [ 3.0114326 ]
 [-2.4077729 ]]
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Progress: 31.1% ... Training loss: 0.193 ... Validation loss: 0.342[[-0.23237075]
 [ 0.25845017]
 [-0.07875712]
 [ 1.27303856]
 [ 0.26241402]
 [-0.03093773]
 [-0.92537027]
 [-0.79207503]
 [-0.55537854]
 [-0.803778  ]
 [ 1.26623515]
 [ 2.99928258]
 [-2.40857368]]
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Progress: 31.1% ... Training loss: 0.195 ... Validation loss: 0.346[[-0.22829521]
 [ 0.26565745]
 [-0.07352392]
 [ 1.28390431]
 [ 0.26919833]
 [-0.02553926]
 [-0.91724645]
 [-0.7815857 ]
 [-0.54303941]
 [-0.79754131]
 [ 1.28072753]
 [ 3.02862363]
 [-2.39506539]]
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Progress: 31.2% ... Training loss: 0.199 ... Validation loss: 0.353[[-0.23629074]
 [ 0.25774012]
 [-0.0796243 ]
 [ 1.27395723]
 [ 0.26161889]
 [-0.03010799]
 [-0.93337307]
 [-0.7956842 ]
 [-0.552571  ]
 [-0.81226798]
 [ 1.26647753]
 [ 3.00585531]
 [-2.40734295]]
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Progress: 31.2% ... Training loss: 0.194 ... Validation loss: 0.346[[-0.22726715]
 [ 0.26556154]
 [-0.07422173]
 [ 1.28794087]
 [ 0.27055814]
 [-0.0215381 ]
 [-0.91833812]
 [-0.79040396]
 [-0.53769917]
 [-0.80875692]
 [ 1.27460724]
 [ 3.01625724]
 [-2.40171984]]
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Progress: 31.3% ... Training loss: 0.193 ... Validation loss: 0.342[[-0.23858765]
 [ 0.2543885 ]
 [-0.08068291]
 [ 1.28380301]
 [ 0.26229543]
 [-0.03255134]
 [-0.9416848 ]
 [-0.81000336]
 [-0.55411251]
 [-0.82098517]
 [ 1.26620091]
 [ 2.99704121]
 [-2.41199897]]
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Progress: 31.4% ... Training loss: 0.197 ... Validation loss: 0.345[[-0.23341807]
 [ 0.25984199]
 [-0.07471163]
 [ 1.30362092]
 [ 0.2674852 ]
 [-0.02730407]
 [-0.92060089]
 [-0.80232027]
 [-0.539794  ]
 [-0.81394305]
 [ 1.28204933]
 [ 3.01365036]
 [-2.40343236]]
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Progress: 31.4% ... Training loss: 0.192 ... Validation loss: 0.337[[-0.24004441]
 [ 0.25181085]
 [-0.08113753]
 [ 1.30724924]
 [ 0.26241267]
 [-0.03318736]
 [-0.92033704]
 [-0.8080174 ]
 [-0.54106205]
 [-0.82860463]
 [ 1.28637993]
 [ 3.02391624]
 [-2.40831949]]
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Progress: 31.4% ... Training loss: 0.192 ... Validation loss: 0.335[[-0.24902233]
 [ 0.24548177]
 [-0.08759901]
 [ 1.30446846]
 [ 0.25758379]
 [-0.0390108 ]
 [-0.94035666]
 [-0.81329364]
 [-0.55602812]
 [-0.8385739 ]
 [ 1.28377584]
 [ 3.02273813]
 [-2.4235858 ]]
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Progress: 31.5% ... Training loss: 0.191 ... Validation loss: 0.339[[-0.24038454]
 [ 0.25260496]
 [-0.08204966]
 [ 1.31145258]
 [ 0.26596887]
 [-0.03213755]
 [-0.92506116]
 [-0.80416993]
 [-0.53989247]
 [-0.8316139 ]
 [ 1.29054341]
 [ 3.03499347]
 [-2.42202475]]
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Progress: 31.6% ... Training loss: 0.192 ... Validation loss: 0.336[[-0.24270329]
 [ 0.2466709 ]
 [-0.08373025]
 [ 1.30863922]
 [ 0.26048044]
 [-0.0372731 ]
 [-0.93197393]
 [-0.80726112]
 [-0.54691825]
 [-0.83011298]
 [ 1.29003627]
 [ 3.02994302]
 [-2.43302576]]
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Progress: 31.6% ... Training loss: 0.191 ... Validation loss: 0.339[[-0.24049636]
 [ 0.25154587]
 [-0.08352392]
 [ 1.31111538]
 [ 0.26403797]
 [-0.03521236]
 [-0.931076  ]
 [-0.81012405]
 [-0.54190678]
 [-0.83136196]
 [ 1.29012412]
 [ 3.03121222]
 [-2.43934358]]
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Progress: 31.6% ... Training loss: 0.189 ... Validation loss: 0.334[[-0.24067319]
 [ 0.255707  ]
 [-0.07803289]
 [ 1.31442938]
 [ 0.26789522]
 [-0.03481739]
 [-0.93375143]
 [-0.79217299]
 [-0.54376399]
 [-0.8225679 ]
 [ 1.2977716 ]
 [ 3.05504559]
 [-2.43117344]]
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Progress: 31.7% ... Training loss: 0.199 ... Validation loss: 0.339[[-0.23735048]
 [ 0.25831501]
 [-0.07933649]
 [ 1.33205716]
 [ 0.27112982]
 [-0.03362938]
 [-0.92029291]
 [-0.80129381]
 [-0.534883  ]
 [-0.82845784]
 [ 1.30907149]
 [ 3.05441081]
 [-2.44270854]]
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Progress: 31.8% ... Training loss: 0.194 ... Validation loss: 0.332[[-0.24490995]
 [ 0.23377187]
 [-0.0927418 ]
 [ 1.30738896]
 [ 0.25007525]
 [-0.0445613 ]
 [-0.93528489]
 [-0.8330022 ]
 [-0.55849559]
 [-0.84340803]
 [ 1.28234559]
 [ 2.99747812]
 [-2.48273123]]
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Progress: 31.8% ... Training loss: 0.225 ... Validation loss: 0.357[[-0.23795653]
 [ 0.25272536]
 [-0.08046009]
 [ 1.34865558]
 [ 0.2674734 ]
 [-0.03440098]
 [-0.91878152]
 [-0.80474667]
 [-0.53677082]
 [-0.82789805]
 [ 1.3238886 ]
 [ 3.05679718]
 [-2.44608765]]
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Progress: 31.9% ... Training loss: 0.202 ... Validation loss: 0.338[[-0.26153089]
 [ 0.22867762]
 [-0.09868917]
 [ 1.3185519 ]
 [ 0.24511455]
 [-0.05573679]
 [-0.95728153]
 [-0.83462021]
 [-0.56870784]
 [-0.86211233]
 [ 1.29770229]
 [ 3.02852478]
 [-2.47193838]]
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Progress: 31.9% ... Training loss: 0.194 ... Validation loss: 0.339[[-0.26596966]
 [ 0.21794504]
 [-0.10585937]
 [ 1.31577076]
 [ 0.23679527]
 [-0.0576289 ]
 [-0.96013106]
 [-0.84047027]
 [-0.57458456]
 [-0.86991789]
 [ 1.28392674]
 [ 2.99188203]
 [-2.47946945]]
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Progress: 31.9% ... Training loss: 0.218 ... Validation loss: 0.357[[-0.24440128]
 [ 0.23814239]
 [-0.0873067 ]
 [ 1.35047058]
 [ 0.25610622]
 [-0.0411445 ]
 [-0.91552779]
 [-0.80333045]
 [-0.5428948 ]
 [-0.83623889]
 [ 1.31252059]
 [ 3.03321156]
 [-2.45363804]]
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Progress: 32.0% ... Training loss: 0.197 ... Validation loss: 0.345[[-0.25827829]
 [ 0.22597722]
 [-0.09448572]
 [ 1.32981966]
 [ 0.24537939]
 [-0.05246689]
 [-0.94611154]
 [-0.80854579]
 [-0.56231392]
 [-0.84480878]
 [ 1.29689397]
 [ 3.02699029]
 [-2.46476763]]
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Progress: 32.0% ... Training loss: 0.189 ... Validation loss: 0.339[[-0.26162086]
 [ 0.21830684]
 [-0.09886985]
 [ 1.31934387]
 [ 0.23685586]
 [-0.0540053 ]
 [-0.96108875]
 [-0.81272297]
 [-0.57297234]
 [-0.84852501]
 [ 1.28141264]
 [ 3.00426309]
 [-2.46964338]]
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Progress: 32.1% ... Training loss: 0.195 ... Validation loss: 0.346[[-0.23411352]
 [ 0.25219518]
 [-0.07505919]
 [ 1.36172871]
 [ 0.26923402]
 [-0.02895703]
 [-0.91817952]
 [-0.78049728]
 [-0.53188465]
 [-0.81834857]
 [ 1.32598659]
 [ 3.07734827]
 [-2.44186593]]
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Progress: 32.1% ... Training loss: 0.223 ... Validation loss: 0.373[[-0.2666167 ]
 [ 0.21245785]
 [-0.10659083]
 [ 1.29662615]
 [ 0.22829188]
 [-0.05903765]
 [-0.97514213]
 [-0.83817497]
 [-0.58493092]
 [-0.8649811 ]
 [ 1.25937569]
 [ 2.96992047]
 [-2.51473701]]
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Progress: 32.2% ... Training loss: 0.269 ... Validation loss: 0.367[[-0.23844078]
 [ 0.2480674 ]
 [-0.07627655]
 [ 1.33888848]
 [ 0.26356629]
 [-0.03080107]
 [-0.92203011]
 [-0.78721531]
 [-0.53259294]
 [-0.81635797]
 [ 1.30511084]
 [ 3.04899219]
 [-2.44764554]]
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Progress: 32.2% ... Training loss: 0.197 ... Validation loss: 0.348[[-0.26327101]
 [ 0.22436227]
 [-0.09623721]
 [ 1.30974527]
 [ 0.24108497]
 [-0.05183075]
 [-0.97081872]
 [-0.81897479]
 [-0.57119685]
 [-0.84477283]
 [ 1.27358179]
 [ 2.99436876]
 [-2.47821247]]
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Progress: 32.3% ... Training loss: 0.201 ... Validation loss: 0.339[[-0.25477497]
 [ 0.23644495]
 [-0.08528858]
 [ 1.32434394]
 [ 0.25401892]
 [-0.04160163]
 [-0.94869878]
 [-0.79105883]
 [-0.54965012]
 [-0.82730351]
 [ 1.2884916 ]
 [ 3.0323924 ]
 [-2.44949514]]
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Progress: 32.4% ... Training loss: 0.191 ... Validation loss: 0.346[[-0.25165443]
 [ 0.24069092]
 [-0.08377993]
 [ 1.32266234]
 [ 0.25585386]
 [-0.04004627]
 [-0.94922554]
 [-0.79330581]
 [-0.54564579]
 [-0.83114763]
 [ 1.2860671 ]
 [ 3.03137192]
 [-2.46958475]]
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Progress: 32.4% ... Training loss: 0.188 ... Validation loss: 0.341[[-0.24826973]
 [ 0.24518737]
 [-0.08296834]
 [ 1.33096565]
 [ 0.25842735]
 [-0.039662  ]
 [-0.93868407]
 [-0.794402  ]
 [-0.54118225]
 [-0.83270986]
 [ 1.29664339]
 [ 3.04187881]
 [-2.47015001]]
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Progress: 32.5% ... Training loss: 0.189 ... Validation loss: 0.339[[-0.25736055]
 [ 0.23470467]
 [-0.09215428]
 [ 1.31040967]
 [ 0.24871287]
 [-0.04964403]
 [-0.9496051 ]
 [-0.81556161]
 [-0.54851793]
 [-0.84770537]
 [ 1.27805634]
 [ 3.02878874]
 [-2.48112432]]
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Progress: 32.5% ... Training loss: 0.187 ... Validation loss: 0.328[[-0.25485079]
 [ 0.22823586]
 [-0.09142434]
 [ 1.30189605]
 [ 0.24438673]
 [-0.05048157]
 [-0.95752755]
 [-0.81578649]
 [-0.55336972]
 [-0.8361325 ]
 [ 1.26506414]
 [ 3.00648111]
 [-2.49627245]]
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Progress: 32.5% ... Training loss: 0.193 ... Validation loss: 0.337[[-0.24134566]
 [ 0.2430801 ]
 [-0.08026434]
 [ 1.33344794]
 [ 0.25881969]
 [-0.03624694]
 [-0.92652443]
 [-0.79259375]
 [-0.52448358]
 [-0.82304011]
 [ 1.28754416]
 [ 3.03996302]
 [-2.46686711]]
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Progress: 32.6% ... Training loss: 0.194 ... Validation loss: 0.336[[-0.24950536]
 [ 0.24093013]
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 [ 1.31162057]
 [ 0.24951449]
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 [ 1.26822995]
 [ 3.0113507 ]
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 [-0.22355585 -0.29769646 -0.32181376 -0.07523231 -0.08940652 -0.15110271
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   0.0987131  -0.4899902   0.13554117 -0.20120703 -0.74827155 -0.37894067
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Progress: 32.6% ... Training loss: 0.188 ... Validation loss: 0.328[[-0.23851958]
 [ 0.24979992]
 [-0.07909842]
 [ 1.3340466 ]
 [ 0.25855664]
 [-0.03452568]
 [-0.92268973]
 [-0.79825337]
 [-0.51839014]
 [-0.8175733 ]
 [ 1.28494609]
 [ 3.0316531 ]
 [-2.48637947]]
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   -2.02549261e-01  -5.04048021e-01  -2.33745979e-01  -2.88277420e-01
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    1.34202349e-01  -2.03841304e-01  -7.47340526e-01  -3.76704444e-01
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Progress: 32.7% ... Training loss: 0.193 ... Validation loss: 0.328[[-0.25113502]
 [ 0.22478514]
 [-0.0963298 ]
 [ 1.30957608]
 [ 0.23520095]
 [-0.04841613]
 [-0.95119973]
 [-0.82686901]
 [-0.54994435]
 [-0.83903884]
 [ 1.25208338]
 [ 2.97169509]
 [-2.51833546]]
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Progress: 32.8% ... Training loss: 0.225 ... Validation loss: 0.348[[-0.23606198]
 [ 0.24478028]
 [-0.07625503]
 [ 1.32788433]
 [ 0.25569191]
 [-0.03327902]
 [-0.93253912]
 [-0.79450335]
 [-0.52236164]
 [-0.81256954]
 [ 1.27162707]
 [ 3.00813806]
 [-2.48320267]]
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Progress: 32.8% ... Training loss: 0.187 ... Validation loss: 0.329[[-0.24425985]
 [ 0.24007139]
 [-0.0789799 ]
 [ 1.32120361]
 [ 0.25150991]
 [-0.03869593]
 [-0.9492755 ]
 [-0.79707864]
 [-0.53187097]
 [-0.81893335]
 [ 1.27072667]
 [ 3.02236376]
 [-2.48674974]]
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   -2.04477976e-01  -5.07362993e-01  -2.29970710e-01  -2.80199631e-01
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Progress: 32.9% ... Training loss: 0.187 ... Validation loss: 0.328[[-0.2469495 ]
 [ 0.227271  ]
 [-0.08453227]
 [ 1.31636313]
 [ 0.24320984]
 [-0.04289004]
 [-0.95247392]
 [-0.80422969]
 [-0.5442532 ]
 [-0.82060936]
 [ 1.26863538]
 [ 3.00320959]
 [-2.50322561]]
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   -2.04605688e-01  -5.06351593e-01  -2.31580331e-01  -2.87537168e-01
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Progress: 32.9% ... Training loss: 0.190 ... Validation loss: 0.330[[-0.21929553]
 [ 0.26049049]
 [-0.06192608]
 [ 1.36421229]
 [ 0.27510344]
 [-0.0169622 ]
 [-0.90513752]
 [-0.76398671]
 [-0.50090388]
 [-0.78787685]
 [ 1.3156089 ]
 [ 3.07248023]
 [-2.48048282]]
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   -2.06209834e-01  -5.07886183e-01  -2.26247156e-01  -2.74026210e-01
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    1.35314953e-01  -2.06513142e-01  -7.48601610e-01  -3.77031845e-01
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Progress: 33.0% ... Training loss: 0.221 ... Validation loss: 0.378[[-0.24081705]
 [ 0.23573332]
 [-0.08125195]
 [ 1.32734497]
 [ 0.25108539]
 [-0.03505922]
 [-0.9459969 ]
 [-0.80850876]
 [-0.53828377]
 [-0.82213298]
 [ 1.27492363]
 [ 3.00674054]
 [-2.53008346]]
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Progress: 33.0% ... Training loss: 0.201 ... Validation loss: 0.329[[-0.23508004]
 [ 0.24766948]
 [-0.07199746]
 [ 1.3472449 ]
 [ 0.26394235]
 [-0.02740978]
 [-0.92474525]
 [-0.78892067]
 [-0.51721481]
 [-0.81384474]
 [ 1.2918001 ]
 [ 3.03756805]
 [-2.50007044]]
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   -8.78485652e-02  -1.51384801e-01  -9.94163139e-02   3.00339660e-02
   -2.07082358e-01  -5.07673086e-01  -2.26452916e-01  -2.73316280e-01
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 [ -9.23662763e-02  -1.95570960e-02  -2.44576354e-01  -1.04511711e+00
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    1.35226323e-01  -2.06133178e-01  -7.50427041e-01  -3.66552597e-01
   -1.31317622e+00]]
Progress: 33.0% ... Training loss: 0.188 ... Validation loss: 0.333[[-0.24645351]
 [ 0.23299054]
 [-0.08172467]
 [ 1.33162047]
 [ 0.25033882]
 [-0.03699833]
 [-0.95466013]
 [-0.80946048]
 [-0.53783561]
 [-0.8251355 ]
 [ 1.27428644]
 [ 3.01109468]
 [-2.52961192]]
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   -2.05584027e-01  -5.05868166e-01  -2.31811408e-01  -2.88488332e-01
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Progress: 33.1% ... Training loss: 0.196 ... Validation loss: 0.325[[-0.2380192 ]
 [ 0.24715656]
 [-0.06983109]
 [ 1.3530446 ]
 [ 0.26495536]
 [-0.02902505]
 [-0.93807591]
 [-0.78358469]
 [-0.5134757 ]
 [-0.80930693]
 [ 1.29644761]
 [ 3.05583742]
 [-2.50141341]]
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   -8.80342414e-02  -1.51403768e-01  -1.00395973e-01   3.16984174e-02
   -2.07446135e-01  -5.07566578e-01  -2.28274383e-01  -2.79745713e-01
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Progress: 33.1% ... Training loss: 0.199 ... Validation loss: 0.344[[-0.25364477]
 [ 0.2332413 ]
 [-0.08344333]
 [ 1.32868078]
 [ 0.24716728]
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Progress: 33.2% ... Training loss: 0.191 ... Validation loss: 0.325[[-0.2483418 ]
 [ 0.23398996]
 [-0.08213575]
 [ 1.33642601]
 [ 0.24805484]
 [-0.03739313]
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 [ 1.27691658]
 [ 3.00965676]
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Progress: 33.2% ... Training loss: 0.187 ... Validation loss: 0.323[[-0.23452322]
 [ 0.24838883]
 [-0.07057532]
 [ 1.36033098]
 [ 0.26091035]
 [-0.02349793]
 [-0.94018927]
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 [-0.5216865 ]
 [-0.81025626]
 [ 1.29748486]
 [ 3.03234266]
 [-2.51987704]]
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Progress: 33.3% ... Training loss: 0.186 ... Validation loss: 0.327[[-0.2417252 ]
 [ 0.24306129]
 [-0.07736393]
 [ 1.34998347]
 [ 0.25527984]
 [-0.02958027]
 [-0.95076163]
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 [-0.82743055]
 [ 1.28385289]
 [ 3.01219385]
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Progress: 33.4% ... Training loss: 0.184 ... Validation loss: 0.323[[-0.23902851]
 [ 0.24894106]
 [-0.0744229 ]
 [ 1.37071332]
 [ 0.26282644]
 [-0.02498089]
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 [ 1.30146149]
 [ 3.03893002]
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   0.10383846 -0.4926939   0.13693727 -0.20687508 -0.757589   -0.37825105
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Progress: 33.4% ... Training loss: 0.187 ... Validation loss: 0.318[[-0.24469467]
 [ 0.24441425]
 [-0.07623969]
 [ 1.36250856]
 [ 0.25869929]
 [-0.03008492]
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Progress: 33.5% ... Training loss: 0.182 ... Validation loss: 0.318[[-0.25234691]
 [ 0.23897385]
 [-0.07673206]
 [ 1.35400658]
 [ 0.25541173]
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 [ 1.28628616]
 [ 3.03248525]
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Progress: 33.5% ... Training loss: 0.183 ... Validation loss: 0.321[[-0.23787451]
 [ 0.24689483]
 [-0.06902221]
 [ 1.37470508]
 [ 0.26551652]
 [-0.02234281]
 [-0.9365217 ]
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 [-0.81803417]
 [ 1.29918513]
 [ 3.03262996]
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 [-0.22582608 -0.29633591 -0.32227155 -0.06473468 -0.08777601 -0.15148801
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 [-0.09197885 -0.01933752 -0.24477589 -1.05856714 -0.27695377 -0.25979051
   0.10599464 -0.49337658  0.13660673 -0.20957729 -0.75765335 -0.36865617
  -1.33230609]]
Progress: 33.5% ... Training loss: 0.184 ... Validation loss: 0.323[[-0.25034836]
 [ 0.24661356]
 [-0.07140685]
 [ 1.36507723]
 [ 0.26160676]
 [-0.02974941]
 [-0.95931324]
 [-0.79600501]
 [-0.53468266]
 [-0.82949283]
 [ 1.28943861]
 [ 3.02269305]
 [-2.54891282]]
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   0.08999834  0.1735404  -0.18775783  0.00710924 -0.05158413  0.31700846
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  -0.19698977 -0.23211579 -0.00602325 -0.26875133 -0.0060554  -0.34140217
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 [-0.2253665  -0.29659752 -0.32218635 -0.06576858 -0.08803801 -0.15144892
  -0.10002025  0.0350768  -0.20684758 -0.50619406 -0.22794151 -0.28812789
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 [-0.09178051 -0.01926765 -0.24478155 -1.06241267 -0.2772119  -0.2597816
   0.10873612 -0.49371787  0.13731115 -0.20870114 -0.76058718 -0.37572531
  -1.33606026]]
Progress: 33.6% ... Training loss: 0.185 ... Validation loss: 0.326[[-0.24142252]
 [ 0.25370907]
 [-0.06722543]
 [ 1.37312975]
 [ 0.26852607]
 [-0.02199737]
 [-0.94919651]
 [-0.79689679]
 [-0.52252297]
 [-0.82296376]
 [ 1.29878749]
 [ 3.02675846]
 [-2.56159336]]
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Progress: 33.6% ... Training loss: 0.182 ... Validation loss: 0.319[[-0.23483398]
 [ 0.26286596]
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 [ 1.39471512]
 [ 0.27990438]
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Progress: 33.7% ... Training loss: 0.188 ... Validation loss: 0.331[[-0.25381775]
 [ 0.23199596]
 [-0.08143125]
 [ 1.36234797]
 [ 0.25152917]
 [-0.0346633 ]
 [-0.96452204]
 [-0.81967038]
 [-0.543032  ]
 [-0.83779829]
 [ 1.28827695]
 [ 2.99539   ]
 [-2.59169735]]
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Progress: 33.8% ... Training loss: 0.213 ... Validation loss: 0.333[[-0.2388944 ]
 [ 0.2556214 ]
 [-0.06091132]
 [ 1.40178265]
 [ 0.27432678]
 [-0.01808111]
 [-0.93625764]
 [-0.78197578]
 [-0.51344123]
 [-0.81528037]
 [ 1.33005958]
 [ 3.06302562]
 [-2.54587573]]
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Progress: 33.8% ... Training loss: 0.192 ... Validation loss: 0.338[[-0.25989257]
 [ 0.22658594]
 [-0.08078579]
 [ 1.3804655 ]
 [ 0.24812644]
 [-0.03982989]
 [-0.96015649]
 [-0.81302957]
 [-0.53570237]
 [-0.84922591]
 [ 1.30769781]
 [ 3.03647729]
 [-2.55489168]]
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Progress: 33.9% ... Training loss: 0.182 ... Validation loss: 0.319[[-0.26061754]
 [ 0.22913384]
 [-0.07823758]
 [ 1.38287093]
 [ 0.25135874]
 [-0.03724327]
 [-0.96426201]
 [-0.80791037]
 [-0.53984164]
 [-0.83955484]
 [ 1.31378507]
 [ 3.04416289]
 [-2.55900114]]
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Progress: 33.9% ... Training loss: 0.181 ... Validation loss: 0.320[[-0.24929334]
 [ 0.23778648]
 [-0.06992065]
 [ 1.40698317]
 [ 0.26208118]
 [-0.02969116]
 [-0.94127321]
 [-0.79642671]
 [-0.5216016 ]
 [-0.82519526]
 [ 1.33286437]
 [ 3.06749337]
 [-2.55284107]]
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Progress: 34.0% ... Training loss: 0.187 ... Validation loss: 0.326[[-0.26557319]
 [ 0.22460973]
 [-0.08194141]
 [ 1.3916609 ]
 [ 0.24591848]
 [-0.043277  ]
 [-0.96536928]
 [-0.80999886]
 [-0.54665874]
 [-0.84669815]
 [ 1.31232601]
 [ 3.03991433]
 [-2.57442283]]
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Progress: 34.0% ... Training loss: 0.186 ... Validation loss: 0.319[[-0.2465632 ]
 [ 0.24052828]
 [-0.06679469]
 [ 1.40783105]
 [ 0.26506754]
 [-0.02596247]
 [-0.94109154]
 [-0.78957328]
 [-0.52228184]
 [-0.8185105 ]
 [ 1.32857342]
 [ 3.07001654]
 [-2.56785227]]
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Progress: 34.0% ... Training loss: 0.183 ... Validation loss: 0.329[[-0.25729784]
 [ 0.22603707]
 [-0.07509689]
 [ 1.38329377]
 [ 0.25064452]
 [-0.03702579]
 [-0.9673768 ]
 [-0.79169191]
 [-0.54400334]
 [-0.82592282]
 [ 1.31205335]
 [ 3.05834098]
 [-2.57457071]]
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Progress: 34.1% ... Training loss: 0.182 ... Validation loss: 0.326[[-0.2502391 ]
 [ 0.22846753]
 [-0.07424748]
 [ 1.39658239]
 [ 0.2532159 ]
 [-0.03137606]
 [-0.95310851]
 [-0.79122657]
 [-0.53696396]
 [-0.82489611]
 [ 1.31802546]
 [ 3.05577632]
 [-2.58443006]]
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   -8.63323182e-02  -1.51746870e-01  -1.09828403e-01   2.76892807e-02
   -2.11143686e-01  -5.13003880e-01  -2.19211718e-01  -2.71906908e-01
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 [ -8.97730580e-02  -2.14343395e-02  -2.44754094e-01  -1.09418561e+00
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    1.43625946e-01  -2.09512168e-01  -7.80759526e-01  -3.95984456e-01
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Progress: 34.1% ... Training loss: 0.181 ... Validation loss: 0.325[[-0.24476924]
 [ 0.23227226]
 [-0.06856353]
 [ 1.40394007]
 [ 0.25832044]
 [-0.02629106]
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 [ 1.32239666]
 [ 3.05883926]
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Progress: 34.2% ... Training loss: 0.182 ... Validation loss: 0.329[[-0.25907219]
 [ 0.22496414]
 [-0.07568433]
 [ 1.39053432]
 [ 0.25025781]
 [-0.03621206]
 [-0.9753743 ]
 [-0.79183619]
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 [-0.83281033]
 [ 1.31058541]
 [ 3.05307059]
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Progress: 34.2% ... Training loss: 0.179 ... Validation loss: 0.319[[-0.25452094]
 [ 0.23603154]
 [-0.06912111]
 [ 1.3979901 ]
 [ 0.25996063]
 [-0.03227054]
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 [ 1.32195651]
 [ 3.0845008 ]
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Progress: 34.3% ... Training loss: 0.188 ... Validation loss: 0.330[[-0.26297061]
 [ 0.23053369]
 [-0.07560293]
 [ 1.39711833]
 [ 0.25196565]
 [-0.03988972]
 [-0.98641562]
 [-0.79013878]
 [-0.54258757]
 [-0.8286506 ]
 [ 1.31909857]
 [ 3.07236637]
 [-2.59894518]]
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Progress: 34.4% ... Training loss: 0.185 ... Validation loss: 0.325[[-0.26315603]
 [ 0.22233111]
 [-0.07953221]
 [ 1.3928706 ]
 [ 0.24390814]
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 [ 1.3058297 ]
 [ 3.03320196]
 [-2.6122699 ]]
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  -0.2076938  -0.22957045 -0.01097292 -0.27090302  0.00596147 -0.33474283
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 [-0.22674397 -0.29631626 -0.3224536  -0.06064587 -0.08726799 -0.15164232
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 [-0.08864415 -0.02182326 -0.24475181 -1.108426   -0.27956626 -0.25987399
   0.13498236 -0.49522392  0.14754272 -0.20708057 -0.79127857 -0.41915449
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Progress: 34.4% ... Training loss: 0.189 ... Validation loss: 0.324[[-0.25556521]
 [ 0.23014003]
 [-0.07042498]
 [ 1.4112528 ]
 [ 0.25291814]
 [-0.03027029]
 [-0.96251456]
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 [ 1.3239725 ]
 [ 3.05731435]
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Progress: 34.5% ... Training loss: 0.178 ... Validation loss: 0.329[[-0.25825801]
 [ 0.22625655]
 [-0.07372893]
 [ 1.42103748]
 [ 0.25064323]
 [-0.03341201]
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 [ 1.33287107]
 [ 3.06191276]
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Progress: 34.5% ... Training loss: 0.178 ... Validation loss: 0.328[[-0.26583487]
 [ 0.22186136]
 [-0.07805739]
 [ 1.41607544]
 [ 0.24624697]
 [-0.03937609]
 [-0.97532566]
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 [-0.54206816]
 [-0.83135263]
 [ 1.32345063]
 [ 3.05454804]
 [-2.59705889]]
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Progress: 34.5% ... Training loss: 0.179 ... Validation loss: 0.320[[-0.26369676]
 [ 0.22644039]
 [-0.07506797]
 [ 1.41892393]
 [ 0.24999654]
 [-0.03673214]
 [-0.98060565]
 [-0.79539273]
 [-0.53983332]
 [-0.82753752]
 [ 1.32748915]
 [ 3.06078883]
 [-2.59678395]]
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Progress: 34.6% ... Training loss: 0.177 ... Validation loss: 0.319[[-0.2741297 ]
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 [ 1.401207  ]
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  -0.39534848 -0.04041653  0.00769187 -0.09470272 -0.1500875  -0.29048692
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 [-0.25906006 -0.53163194 -0.34174227  0.07389244 -0.3163572  -0.234256
  -0.22021381 -0.23412443 -0.0169351  -0.27616502  0.01846018 -0.31287703
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 [-0.22680468 -0.29672359 -0.32242587 -0.06447798 -0.08763584 -0.15162958
  -0.10561737  0.03362241 -0.20895621 -0.50911642 -0.23346554 -0.30761649
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 [-0.08708091 -0.02434495 -0.24440673 -1.12700628 -0.28206721 -0.25967944
   0.14676053 -0.4894311   0.15516848 -0.20437284 -0.81020824 -0.46564794
  -1.36835049]]
Progress: 34.6% ... Training loss: 0.222 ... Validation loss: 0.339[[-0.24500649]
 [ 0.24447261]
 [-0.05763258]
 [ 1.458191  ]
 [ 0.26654209]
 [-0.02168624]
 [-0.95133288]
 [-0.76099596]
 [-0.51853952]
 [-0.79077753]
 [ 1.35971525]
 [ 3.07743086]
 [-2.58670331]]
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    8.76236115e-02]
 [ -2.28514539e-01  -2.95697493e-01  -3.22813359e-01  -5.00993465e-02
   -8.61638199e-02  -1.51910610e-01  -1.16006838e-01   2.71614312e-02
   -2.13514648e-01  -5.13706816e-01  -2.22686285e-01  -2.83076270e-01
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 [ -8.75446969e-02  -2.37574111e-02  -2.44620425e-01  -1.12626719e+00
   -2.81466001e-01  -2.59775747e-01   1.44359027e-01  -4.93412219e-01
    1.53016308e-01  -2.07474836e-01  -8.07671296e-01  -4.49482307e-01
   -1.37882903e+00]]
Progress: 34.7% ... Training loss: 0.208 ... Validation loss: 0.352[[-0.26949876]
 [ 0.22016335]
 [-0.07725492]
 [ 1.41386882]
 [ 0.24294933]
 [-0.04593282]
 [-0.99306012]
 [-0.79597927]
 [-0.5479404 ]
 [-0.82872139]
 [ 1.32503984]
 [ 3.04867471]
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   0.14638212 -0.49248734  0.1538704  -0.20641879 -0.80842688 -0.44731478
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Progress: 34.8% ... Training loss: 0.179 ... Validation loss: 0.318[[-0.26044863]
 [ 0.22958374]
 [-0.06833278]
 [ 1.43480052]
 [ 0.25151158]
 [-0.03655469]
 [-0.97939164]
 [-0.78301004]
 [-0.53590418]
 [-0.8138967 ]
 [ 1.33541757]
 [ 3.05637189]
 [-2.61500331]]
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Progress: 34.8% ... Training loss: 0.177 ... Validation loss: 0.319[[-0.25976481]
 [ 0.22911684]
 [-0.06921576]
 [ 1.43458431]
 [ 0.25143993]
 [-0.03631816]
 [-0.97907578]
 [-0.78047937]
 [-0.53525455]
 [-0.81526967]
 [ 1.33713681]
 [ 3.06543204]
 [-2.61942565]]
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Progress: 34.9% ... Training loss: 0.177 ... Validation loss: 0.321[[-0.25636556]
 [ 0.23101103]
 [-0.0694041 ]
 [ 1.43120191]
 [ 0.25059791]
 [-0.03614679]
 [-0.97795461]
 [-0.78427422]
 [-0.53405696]
 [-0.81501815]
 [ 1.33507155]
 [ 3.06449461]
 [-2.63243209]]
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Progress: 34.9% ... Training loss: 0.177 ... Validation loss: 0.314[[-0.26281122]
 [ 0.22819094]
 [-0.07238716]
 [ 1.42968185]
 [ 0.24718251]
 [-0.04145283]
 [-0.98111728]
 [-0.79324475]
 [-0.53997257]
 [-0.82649035]
 [ 1.33375198]
 [ 3.06615545]
 [-2.64130363]]
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Progress: 35.0% ... Training loss: 0.178 ... Validation loss: 0.313[[-0.25909962]
 [ 0.23565936]
 [-0.06787531]
 [ 1.43429294]
 [ 0.25655177]
 [-0.03515695]
 [-0.98268224]
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 [-0.53386325]
 [-0.81826578]
 [ 1.33647276]
 [ 3.07156186]
 [-2.63181592]]
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   0.1464187  -0.49230557  0.15179277 -0.206179   -0.80896042 -0.45260326
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Progress: 35.0% ... Training loss: 0.176 ... Validation loss: 0.314[[-0.26779552]
 [ 0.2191155 ]
 [-0.07848907]
 [ 1.42203109]
 [ 0.24206167]
 [-0.0423588 ]
 [-0.98656244]
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 [ 1.31429188]
 [ 3.03501698]
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   0.15027279 -0.49261486  0.15357579 -0.20529213 -0.81491256 -0.46480325
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Progress: 35.0% ... Training loss: 0.197 ... Validation loss: 0.334[[-0.25234861]
 [ 0.24384291]
 [-0.05887844]
 [ 1.43616641]
 [ 0.26377162]
 [-0.02456141]
 [-0.97097966]
 [-0.75089165]
 [-0.5268075 ]
 [-0.79816388]
 [ 1.33593498]
 [ 3.08085407]
 [-2.61049358]]
[[ -5.17826941e-01  -4.90277316e-01  -5.91809011e-01   9.05789044e-02
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Progress: 35.1% ... Training loss: 0.193 ... Validation loss: 0.343[[-0.27278375]
 [ 0.21893452]
 [-0.08094166]
 [ 1.40323439]
 [ 0.23762804]
 [-0.04426272]
 [-1.00584177]
 [-0.78572132]
 [-0.5643641 ]
 [-0.8239291 ]
 [ 1.29703329]
 [ 3.02180073]
 [-2.64504412]]
[[-0.51639675 -0.49200552 -0.59139531  0.07531    -0.28916872 -0.59636598
   0.14608985 -0.22506484 -0.25999445 -0.29573446  0.31154915  1.09709533
   0.39274028]
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Progress: 35.1% ... Training loss: 0.196 ... Validation loss: 0.334[[-0.24692223]
 [ 0.25158426]
 [-0.05635126]
 [ 1.44670983]
 [ 0.26771085]
 [-0.0168706 ]
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 [ 1.33552032]
 [ 3.06832157]
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Progress: 35.2% ... Training loss: 0.189 ... Validation loss: 0.341[[-0.26578319]
 [ 0.22352408]
 [-0.07679637]
 [ 1.40730904]
 [ 0.23902424]
 [-0.03657098]
 [-0.99379942]
 [-0.7929329 ]
 [-0.55585672]
 [-0.81473001]
 [ 1.29323215]
 [ 2.99279314]
 [-2.6492983 ]]
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Progress: 35.2% ... Training loss: 0.217 ... Validation loss: 0.341[[-0.25549679]
 [ 0.23967825]
 [-0.06383865]
 [ 1.43441075]
 [ 0.2550202 ]
 [-0.02521691]
 [-0.96675049]
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 [-0.79872937]
 [ 1.31370981]
 [ 3.0219205 ]
 [-2.61191348]]
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   0.14975544 -0.49714038  0.15140729 -0.2084833  -0.81709251 -0.45414273
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Progress: 35.3% ... Training loss: 0.175 ... Validation loss: 0.324[[-0.25544535]
 [ 0.24366736]
 [-0.06128235]
 [ 1.44524997]
 [ 0.25895991]
 [-0.02473955]
 [-0.9676726 ]
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 [ 1.32403544]
 [ 3.03797765]
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   0.15010088 -0.49730454  0.15142111 -0.20827683 -0.8173923  -0.45532432
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Progress: 35.4% ... Training loss: 0.177 ... Validation loss: 0.323[[-0.2700165 ]
 [ 0.21647111]
 [-0.0817258 ]
 [ 1.4207979 ]
 [ 0.23174752]
 [-0.04124596]
 [-0.99431175]
 [-0.79421075]
 [-0.55799384]
 [-0.8180875 ]
 [ 1.29607507]
 [ 2.97899029]
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   -2.14171945e-01  -5.13525730e-01  -2.17576169e-01  -2.90257259e-01
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Progress: 35.4% ... Training loss: 0.215 ... Validation loss: 0.352[[-0.25248175]
 [ 0.24287407]
 [-0.06183225]
 [ 1.45813685]
 [ 0.2584674 ]
 [-0.0209359 ]
 [-0.96237349]
 [-0.76145034]
 [-0.5273548 ]
 [-0.79425826]
 [ 1.32680877]
 [ 3.01898104]
 [-2.60197577]]
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   -2.16039161e-01  -5.16003861e-01  -2.13017198e-01  -2.78640334e-01
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Progress: 35.5% ... Training loss: 0.178 ... Validation loss: 0.325[[-0.25899518]
 [ 0.23758045]
 [-0.06725221]
 [ 1.45225141]
 [ 0.25294035]
 [-0.02666601]
 [-0.9820638 ]
 [-0.77037786]
 [-0.53740858]
 [-0.80173083]
 [ 1.31612912]
 [ 2.99558717]
 [-2.62213291]]
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Progress: 35.5% ... Training loss: 0.184 ... Validation loss: 0.331[[-0.25294051]
 [ 0.24394237]
 [-0.0630889 ]
 [ 1.46428773]
 [ 0.25711525]
 [-0.02175535]
 [-0.97250838]
 [-0.76847961]
 [-0.52988037]
 [-0.79740437]
 [ 1.32717955]
 [ 3.00208865]
 [-2.6229176 ]]
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   -2.16301122e-01  -5.16501126e-01  -2.11194571e-01  -2.72962875e-01
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Progress: 35.5% ... Training loss: 0.180 ... Validation loss: 0.327[[-0.24787974]
 [ 0.24230803]
 [-0.06221236]
 [ 1.47749573]
 [ 0.25804947]
 [-0.02077835]
 [-0.96216717]
 [-0.76597483]
 [-0.52535764]
 [-0.79037017]
 [ 1.3392719 ]
 [ 3.0146338 ]
 [-2.62560206]]
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Progress: 35.6% ... Training loss: 0.178 ... Validation loss: 0.329[[-0.25230071]
 [ 0.2432557 ]
 [-0.06126188]
 [ 1.46753506]
 [ 0.2589424 ]
 [-0.0254078 ]
 [-0.96797827]
 [-0.76794644]
 [-0.52612113]
 [-0.79400058]
 [ 1.33588817]
 [ 3.02625506]
 [-2.63086655]]
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Progress: 35.6% ... Training loss: 0.175 ... Validation loss: 0.324[[-0.24650022]
 [ 0.2516678 ]
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 [ 1.47667497]
 [ 0.26595565]
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Progress: 35.7% ... Training loss: 0.174 ... Validation loss: 0.322[[-0.25170679]
 [ 0.26152384]
 [-0.05375877]
 [ 1.48487331]
 [ 0.27097957]
 [-0.02100403]
 [-0.96681982]
 [-0.76895945]
 [-0.51757199]
 [-0.80851458]
 [ 1.35397799]
 [ 3.0631087 ]
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Progress: 35.8% ... Training loss: 0.183 ... Validation loss: 0.319[[-0.25813485]
 [ 0.25202157]
 [-0.06041561]
 [ 1.47076113]
 [ 0.26125825]
 [-0.02659448]
 [-0.98319174]
 [-0.78188493]
 [-0.5331449 ]
 [-0.81574075]
 [ 1.33944357]
 [ 3.05036349]
 [-2.65741393]]
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Progress: 35.8% ... Training loss: 0.174 ... Validation loss: 0.315[[-0.25782308]
 [ 0.24985887]
 [-0.06190682]
 [ 1.46363427]
 [ 0.2575238 ]
 [-0.02713019]
 [-0.98005643]
 [-0.7889274 ]
 [-0.53202954]
 [-0.81659222]
 [ 1.3318149 ]
 [ 3.03444576]
 [-2.6663632 ]]
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   -2.15974674e-01  -5.14843637e-01  -2.10631101e-01  -2.72359999e-01
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Progress: 35.9% ... Training loss: 0.177 ... Validation loss: 0.315[[-0.25141682]
 [ 0.25308449]
 [-0.06177223]
 [ 1.47584933]
 [ 0.26166884]
 [-0.02336225]
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 [ 1.33783065]
 [ 3.0347101 ]
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Progress: 35.9% ... Training loss: 0.175 ... Validation loss: 0.310[[-0.2571638 ]
 [ 0.24865471]
 [-0.06455465]
 [ 1.47551639]
 [ 0.25810429]
 [-0.02903304]
 [-0.96207069]
 [-0.79173491]
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 [ 1.33609365]
 [ 3.0307356 ]
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Progress: 36.0% ... Training loss: 0.177 ... Validation loss: 0.313[[-0.25628453]
 [ 0.25472467]
 [-0.05910955]
 [ 1.48865974]
 [ 0.26193723]
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 [ 1.34800037]
 [ 3.05132637]
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Progress: 36.0% ... Training loss: 0.181 ... Validation loss: 0.318[[-0.26515794]
 [ 0.2476933 ]
 [-0.06581388]
 [ 1.48134765]
 [ 0.25620694]
 [-0.03593052]
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 [ 1.34313305]
 [ 3.05628513]
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Progress: 36.0% ... Training loss: 0.178 ... Validation loss: 0.310[[-0.26859988]
 [ 0.24237386]
 [-0.07017977]
 [ 1.47661887]
 [ 0.24938731]
 [-0.04066187]
 [-0.97587297]
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 [ 1.33357563]
 [ 3.03688414]
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Progress: 36.1% ... Training loss: 0.177 ... Validation loss: 0.309[[-0.25913408]
 [ 0.26008107]
 [-0.05796158]
 [ 1.50086333]
 [ 0.26775555]
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 [ 1.35839545]
 [ 3.07960978]
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  -0.17136493 -0.09493235 -0.00275932  0.04849622  0.13993982 -0.35140615
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  -0.23564881 -0.22510315 -0.02124563 -0.27887385  0.01646963 -0.38450461
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 [-0.22855969 -0.29574098 -0.3229553  -0.04591563 -0.08551974 -0.15205171
  -0.11654361  0.03321473 -0.21344076 -0.51237219 -0.21761316 -0.29113284
  -0.02338279]
 [-0.09006858 -0.0199584  -0.24571535 -1.16678072 -0.27946672 -0.26030408
   0.15193571 -0.50803296  0.15030093 -0.22336156 -0.8322893  -0.4478877
  -1.46851279]]
Progress: 36.1% ... Training loss: 0.187 ... Validation loss: 0.314[[-0.26666228]
 [ 0.24496494]
 [-0.06814363]
 [ 1.46988457]
 [ 0.25093789]
 [-0.03731932]
 [-0.99742035]
 [-0.79765554]
 [-0.53903878]
 [-0.81913688]
 [ 1.33098216]
 [ 3.04002768]
 [-2.70667432]]
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   -2.12112531e-01  -5.10407503e-01  -2.21346269e-01  -2.97118472e-01
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    1.51249399e-01  -2.23896342e-01  -8.33829858e-01  -4.55366389e-01
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Progress: 36.2% ... Training loss: 0.182 ... Validation loss: 0.321[[-0.2501979 ]
 [ 0.25723132]
 [-0.05758758]
 [ 1.50074967]
 [ 0.26504104]
 [-0.02092541]
 [-0.96093917]
 [-0.78009083]
 [-0.51349748]
 [-0.80059958]
 [ 1.35093353]
 [ 3.04754898]
 [-2.6952102 ]]
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   -2.13873287e-01  -5.12563700e-01  -2.18217482e-01  -2.91712035e-01
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Progress: 36.2% ... Training loss: 0.173 ... Validation loss: 0.311[[-0.2494445 ]
 [ 0.25963396]
 [-0.05504261]
 [ 1.50145727]
 [ 0.26726695]
 [-0.019654  ]
 [-0.96192217]
 [-0.77698695]
 [-0.51378205]
 [-0.79549688]
 [ 1.35430832]
 [ 3.05566576]
 [-2.69336989]]
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   -8.52756372e-02  -1.52100830e-01  -1.16742651e-01   3.24755046e-02
   -2.13764121e-01  -5.12810026e-01  -2.17394770e-01  -2.89428185e-01
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    1.52496492e-01  -2.27539866e-01  -8.39164576e-01  -4.70081133e-01
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Progress: 36.3% ... Training loss: 0.173 ... Validation loss: 0.317[[-0.25611879]
 [ 0.248542  ]
 [-0.0616353 ]
 [ 1.48404556]
 [ 0.25733054]
 [-0.0281523 ]
 [-0.97993164]
 [-0.78849762]
 [-0.52892555]
 [-0.80153368]
 [ 1.33893086]
 [ 3.03477573]
 [-2.71330891]]
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   -8.54854328e-02  -1.52085854e-01  -1.17696690e-01   3.22576368e-02
   -2.13708693e-01  -5.13539999e-01  -2.17113393e-01  -2.90496011e-01
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    1.51685424e-01  -2.28416382e-01  -8.38232510e-01  -4.66351466e-01
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Progress: 36.4% ... Training loss: 0.180 ... Validation loss: 0.315[[-0.24749533]
 [ 0.25726688]
 [-0.05397098]
 [ 1.50340056]
 [ 0.2679142 ]
 [-0.02076792]
 [-0.94769481]
 [-0.77011986]
 [-0.50568326]
 [-0.79189542]
 [ 1.35361092]
 [ 3.06236774]
 [-2.69150931]]
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   -8.50254672e-02  -1.52121162e-01  -1.21016266e-01   3.05513313e-02
   -2.14996378e-01  -5.14538797e-01  -2.15023987e-01  -2.84882286e-01
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Progress: 36.4% ... Training loss: 0.176 ... Validation loss: 0.322[[-0.2639682 ]
 [ 0.24151199]
 [-0.06428216]
 [ 1.47790487]
 [ 0.25206304]
 [-0.03638097]
 [-0.98300852]
 [-0.78527911]
 [-0.53233306]
 [-0.80889373]
 [ 1.33108669]
 [ 3.03892529]
 [-2.71372359]]
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   -2.11726122e-01  -5.10841890e-01  -2.23246497e-01  -3.02824416e-01
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    1.50793542e-01  -2.29619771e-01  -8.39813756e-01  -4.59505441e-01
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Progress: 36.5% ... Training loss: 0.174 ... Validation loss: 0.312[[-0.26031225]
 [ 0.24910881]
 [-0.05705205]
 [ 1.48154842]
 [ 0.26027198]
 [-0.03186979]
 [-0.97202903]
 [-0.77452701]
 [-0.52177587]
 [-0.80342366]
 [ 1.33423765]
 [ 3.05044663]
 [-2.70358843]]
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   -2.12078966e-01  -5.11155488e-01  -2.22965381e-01  -3.02201597e-01
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    1.49181456e-01  -2.32017076e-01  -8.37220960e-01  -4.50373936e-01
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Progress: 36.5% ... Training loss: 0.171 ... Validation loss: 0.313[[-0.25897794]
 [ 0.24658777]
 [-0.05823635]
 [ 1.48606835]
 [ 0.2575723 ]
 [-0.03060963]
 [-0.96663061]
 [-0.79046557]
 [-0.51699236]
 [-0.8135862 ]
 [ 1.33687503]
 [ 3.04233274]
 [-2.72049449]]
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   -2.13851109e-01  -5.11750085e-01  -2.17883512e-01  -2.91624805e-01
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    1.49987790e-01  -2.30217471e-01  -8.39042988e-01  -4.55926808e-01
   -1.47423228e+00]]
Progress: 36.5% ... Training loss: 0.175 ... Validation loss: 0.307[[-0.26614724]
 [ 0.24692349]
 [-0.05567352]
 [ 1.49004939]
 [ 0.25996269]
 [-0.03128783]
 [-0.97911921]
 [-0.78061679]
 [-0.51799148]
 [-0.81736355]
 [ 1.34238769]
 [ 3.05680075]
 [-2.70876734]]
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   -2.14136881e-01  -5.11970449e-01  -2.15989632e-01  -2.85390059e-01
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    1.51354272e-01  -2.29322186e-01  -8.42375830e-01  -4.63466524e-01
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Progress: 36.6% ... Training loss: 0.173 ... Validation loss: 0.309[[-0.26362168]
 [ 0.24010231]
 [-0.05949627]
 [ 1.4678848 ]
 [ 0.25188748]
 [-0.03145214]
 [-0.98131652]
 [-0.80018665]
 [-0.52217664]
 [-0.81932383]
 [ 1.31866424]
 [ 3.01055563]
 [-2.74395156]]
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 [ -9.12563552e-02  -1.97021919e-02  -2.45970306e-01  -1.18090432e+00
   -2.79559382e-01  -2.60476468e-01   1.51700689e-01  -5.07929328e-01
    1.50495464e-01  -2.30512325e-01  -8.40470728e-01  -4.59979546e-01
   -1.47782143e+00]]
Progress: 36.6% ... Training loss: 0.194 ... Validation loss: 0.330[[-0.26126082]
 [ 0.24469674]
 [-0.05603707]
 [ 1.47190293]
 [ 0.25721942]
 [-0.0270038 ]
 [-0.96799474]
 [-0.7860839 ]
 [-0.51222701]
 [-0.80912649]
 [ 1.32347526]
 [ 3.02474911]
 [-2.72865877]]
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    1.49235594e-01  -2.33942730e-01  -8.38768835e-01  -4.49208998e-01
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Progress: 36.7% ... Training loss: 0.174 ... Validation loss: 0.312[[-0.25621271]
 [ 0.25483394]
 [-0.04803535]
 [ 1.48746622]
 [ 0.26561121]
 [-0.02069257]
 [-0.95447877]
 [-0.77087861]
 [-0.49721599]
 [-0.79845413]
 [ 1.33815082]
 [ 3.05581419]
 [-2.7097657 ]]
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   -2.78658241e-01  -2.60605350e-01   1.47361671e-01  -5.11399959e-01
    1.48295151e-01  -2.36107300e-01  -8.38605245e-01  -4.47341921e-01
   -1.48695912e+00]]
Progress: 36.8% ... Training loss: 0.178 ... Validation loss: 0.309[[-0.26589277]
 [ 0.23773145]
 [-0.06172242]
 [ 1.46868188]
 [ 0.2516596 ]
 [-0.03070866]
 [-0.9666955 ]
 [-0.7914275 ]
 [-0.51197652]
 [-0.81746344]
 [ 1.3158007 ]
 [ 3.02522908]
 [-2.74756464]]
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    1.47393108e-01  -2.37776826e-01  -8.38398025e-01  -4.42073702e-01
   -1.48808858e+00]]
Progress: 36.8% ... Training loss: 0.181 ... Validation loss: 0.316[[-0.24717907]
 [ 0.25781692]
 [-0.04425989]
 [ 1.49911293]
 [ 0.2725034 ]
 [-0.01334462]
 [-0.93875658]
 [-0.76503881]
 [-0.48159425]
 [-0.7923521 ]
 [ 1.34300972]
 [ 3.06594419]
 [-2.71758176]]
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    1.48088915e-01  -2.39774475e-01  -8.40135414e-01  -4.48645740e-01
   -1.48470855e+00]]
Progress: 36.9% ... Training loss: 0.182 ... Validation loss: 0.309[[-0.26937435]
 [ 0.23175275]
 [-0.06119736]
 [ 1.45526329]
 [ 0.24690148]
 [-0.03107899]
 [-0.98547804]
 [-0.78729186]
 [-0.52367369]
 [-0.81093919]
 [ 1.31214899]
 [ 3.02033067]
 [-2.75329414]]
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    1.50953681e-01  -2.39053143e-01  -8.47093137e-01  -4.64189350e-01
   -1.48254788e+00]]
Progress: 36.9% ... Training loss: 0.187 ... Validation loss: 0.318[[-0.25073305]
 [ 0.24993647]
 [-0.04594824]
 [ 1.49236963]
 [ 0.26641896]
 [-0.01417286]
 [-0.93789022]
 [-0.76847751]
 [-0.48483432]
 [-0.79055245]
 [ 1.33972175]
 [ 3.05568768]
 [-2.71946426]]
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    1.49160465e-01  -2.40301422e-01  -8.44306725e-01  -4.54648982e-01
   -1.48958388e+00]]
Progress: 37.0% ... Training loss: 0.178 ... Validation loss: 0.313[[-0.2731827 ]
 [ 0.2228459 ]
 [-0.06348089]
 [ 1.46182893]
 [ 0.24380769]
 [-0.03478918]
 [-0.97558887]
 [-0.79323125]
 [-0.52055365]
 [-0.81574099]
 [ 1.31590884]
 [ 3.02846707]
 [-2.74927598]]
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    1.50388526e-01  -2.39738864e-01  -8.47575317e-01  -4.67767874e-01
   -1.48665689e+00]]
Progress: 37.0% ... Training loss: 0.177 ... Validation loss: 0.310[[-0.2511099 ]
 [ 0.24134978]
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 [ 1.49407936]
 [ 0.2629673 ]
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Progress: 37.0% ... Training loss: 0.175 ... Validation loss: 0.316[[-0.26846642]
 [ 0.22130824]
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 [ 1.46743226]
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Progress: 37.1% ... Training loss: 0.189 ... Validation loss: 0.306[[-0.26472947]
 [ 0.22973705]
 [-0.05735588]
 [ 1.4875838 ]
 [ 0.25230198]
 [-0.02840179]
 [-0.95874049]
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 [-0.50531849]
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 [ 1.32938464]
 [ 3.05130886]
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Progress: 37.1% ... Training loss: 0.170 ... Validation loss: 0.306[[-0.26546619]
 [ 0.22681018]
 [-0.05796623]
 [ 1.48477422]
 [ 0.2505161 ]
 [-0.02650539]
 [-0.96098285]
 [-0.78227916]
 [-0.50907637]
 [-0.80455694]
 [ 1.32178459]
 [ 3.0303544 ]
 [-2.74481464]]
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Progress: 37.2% ... Training loss: 0.170 ... Validation loss: 0.305[[-0.2582926 ]
 [ 0.23625098]
 [-0.05068559]
 [ 1.48879219]
 [ 0.25690304]
 [-0.01892932]
 [-0.9613548 ]
 [-0.77238982]
 [-0.50598782]
 [-0.79391434]
 [ 1.32800085]
 [ 3.03179964]
 [-2.73509988]]
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Progress: 37.2% ... Training loss: 0.167 ... Validation loss: 0.307[[-0.25666971]
 [ 0.2377786 ]
 [-0.04934599]
 [ 1.49447156]
 [ 0.26019851]
 [-0.01626255]
 [-0.95904559]
 [-0.7725717 ]
 [-0.50331512]
 [-0.79383354]
 [ 1.33204666]
 [ 3.03783116]
 [-2.73491927]]
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Progress: 37.3% ... Training loss: 0.167 ... Validation loss: 0.305[[-0.26190643]
 [ 0.23501841]
 [-0.05258462]
 [ 1.48356315]
 [ 0.25652036]
 [-0.02029694]
 [-0.97108327]
 [-0.78186796]
 [-0.51202541]
 [-0.8072399 ]
 [ 1.32252045]
 [ 3.02633584]
 [-2.74854857]]
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Progress: 37.4% ... Training loss: 0.170 ... Validation loss: 0.306[[-0.25614722]
 [ 0.24380191]
 [-0.04401152]
 [ 1.50121844]
 [ 0.26723579]
 [-0.01469782]
 [-0.95628729]
 [-0.76496077]
 [-0.49854526]
 [-0.7957061 ]
 [ 1.34011484]
 [ 3.06113569]
 [-2.73140628]]
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Progress: 37.4% ... Training loss: 0.174 ... Validation loss: 0.310[[-0.26998845]
 [ 0.23508887]
 [-0.05239484]
 [ 1.48807651]
 [ 0.25668511]
 [-0.02514913]
 [-0.97916968]
 [-0.77598953]
 [-0.51481422]
 [-0.81230077]
 [ 1.32665224]
 [ 3.05410011]
 [-2.74076363]]
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Progress: 37.5% ... Training loss: 0.169 ... Validation loss: 0.305[[-0.25443512]
 [ 0.24453623]
 [-0.04283276]
 [ 1.50132951]
 [ 0.26858645]
 [-0.0121137 ]
 [-0.95338831]
 [-0.76562277]
 [-0.49328065]
 [-0.79054985]
 [ 1.34171091]
 [ 3.06865875]
 [-2.74223262]]
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Progress: 37.5% ... Training loss: 0.174 ... Validation loss: 0.308[[-0.27148487]
 [ 0.22953684]
 [-0.05372566]
 [ 1.47826344]
 [ 0.25679412]
 [-0.02578739]
 [-0.98082119]
 [-0.78223759]
 [-0.51620796]
 [-0.81322811]
 [ 1.321441  ]
 [ 3.05019683]
 [-2.76313821]]
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Progress: 37.5% ... Training loss: 0.169 ... Validation loss: 0.301[[-0.25615514]
 [ 0.24610702]
 [-0.04455406]
 [ 1.50282453]
 [ 0.27471053]
 [-0.0122356 ]
 [-0.94689602]
 [-0.75790264]
 [-0.48899538]
 [-0.79607754]
 [ 1.34153589]
 [ 3.08813861]
 [-2.74386017]]
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Progress: 37.6% ... Training loss: 0.183 ... Validation loss: 0.320[[-0.25353606]
 [ 0.24174659]
 [-0.04708136]
 [ 1.49520354]
 [ 0.26926542]
 [-0.01093051]
 [-0.96138708]
 [-0.77056102]
 [-0.50131201]
 [-0.79848006]
 [ 1.32990511]
 [ 3.06152749]
 [-2.76644983]]
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Progress: 37.6% ... Training loss: 0.167 ... Validation loss: 0.306[[-0.25265999]
 [ 0.24768283]
 [-0.04570246]
 [ 1.50509041]
 [ 0.27034899]
 [-0.0091588 ]
 [-0.95316928]
 [-0.78047412]
 [-0.49096321]
 [-0.80707109]
 [ 1.3336326 ]
 [ 3.06259584]
 [-2.76209183]]
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Progress: 37.7% ... Training loss: 0.172 ... Validation loss: 0.298[[-0.2569482 ]
 [ 0.23931748]
 [-0.05058902]
 [ 1.50408549]
 [ 0.26329376]
 [-0.01545218]
 [-0.96526616]
 [-0.78015466]
 [-0.50372985]
 [-0.80516741]
 [ 1.33087196]
 [ 3.0630342 ]
 [-2.77306282]]
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Progress: 37.8% ... Training loss: 0.168 ... Validation loss: 0.298[[-0.2517608 ]
 [ 0.24056272]
 [-0.04505051]
 [ 1.50678942]
 [ 0.26576747]
 [-0.01064392]
 [-0.96803115]
 [-0.77366749]
 [-0.50123789]
 [-0.78788721]
 [ 1.33089093]
 [ 3.05702563]
 [-2.77373152]]
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Progress: 37.8% ... Training loss: 0.166 ... Validation loss: 0.300[[-0.26395478]
 [ 0.23731168]
 [-0.05108543]
 [ 1.49262704]
 [ 0.25921353]
 [-0.01919334]
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   0.14475544 -0.51566852  0.14365129 -0.25378303 -0.8535618  -0.44175516
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Progress: 37.9% ... Training loss: 0.173 ... Validation loss: 0.306[[-0.25194417]
 [ 0.24429296]
 [-0.04283665]
 [ 1.50776236]
 [ 0.26604027]
 [-0.00911581]
 [-0.97133899]
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 [ 1.33000491]
 [ 3.05233499]
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Progress: 37.9% ... Training loss: 0.167 ... Validation loss: 0.300[[-0.2499074 ]
 [ 0.2437964 ]
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 [ 1.51333188]
 [ 0.2661826 ]
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Progress: 38.0% ... Training loss: 0.168 ... Validation loss: 0.299[[-0.25022044]
 [ 0.24226423]
 [-0.04270671]
 [ 1.51310247]
 [ 0.2656522 ]
 [-0.0087133 ]
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 [ 1.33363366]
 [ 3.05808489]
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   0.14665096 -0.51569934  0.14516404 -0.25760399 -0.85919431 -0.44888611
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Progress: 38.0% ... Training loss: 0.167 ... Validation loss: 0.303[[-0.24467904]
 [ 0.24086038]
 [-0.04405475]
 [ 1.52410811]
 [ 0.26550906]
 [-0.00801657]
 [-0.95372209]
 [-0.77175679]
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 [-0.7755029 ]
 [ 1.33679247]
 [ 3.05128008]
 [-2.7675427 ]]
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Progress: 38.0% ... Training loss: 0.169 ... Validation loss: 0.304[[-0.24683026]
 [ 0.24787352]
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 [ 1.52528904]
 [ 0.27136401]
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 [ 1.34379715]
 [ 3.08010817]
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 [-0.22843138 -0.29700316 -0.32309726 -0.05204991 -0.08610248 -0.15220991
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  -1.54132139]]
Progress: 38.1% ... Training loss: 0.175 ... Validation loss: 0.303[[-0.26333368]
 [ 0.22224893]
 [-0.0590584 ]
 [ 1.4945831 ]
 [ 0.24698002]
 [-0.02622291]
 [-0.99356395]
 [-0.7860486 ]
 [-0.52897525]
 [-0.79882089]
 [ 1.31022735]
 [ 3.01784519]
 [-2.80471755]]
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   -2.12822038e-01  -5.09572195e-01  -2.24419681e-01  -3.09839816e-01
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    1.46602328e-01  -2.56897677e-01  -8.67601171e-01  -4.61897539e-01
   -1.53684603e+00]]
Progress: 38.1% ... Training loss: 0.196 ... Validation loss: 0.328[[-0.24742858]
 [ 0.23933481]
 [-0.04339124]
 [ 1.53200085]
 [ 0.26408525]
 [-0.01068898]
 [-0.96529589]
 [-0.76119694]
 [-0.50706682]
 [-0.76937111]
 [ 1.34088129]
 [ 3.04771407]
 [-2.77349821]]
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   -2.14691948e-01  -5.11847416e-01  -2.19986267e-01  -2.97717299e-01
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Progress: 38.2% ... Training loss: 0.165 ... Validation loss: 0.304[[-0.26022621]
 [ 0.22315294]
 [-0.05391054]
 [ 1.51740532]
 [ 0.24966233]
 [-0.02016856]
 [-0.98987623]
 [-0.77662441]
 [-0.53596228]
 [-0.78400136]
 [ 1.32610972]
 [ 3.01911667]
 [-2.79032454]]
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   -2.12545596e-01  -5.10455960e-01  -2.23687710e-01  -3.08564939e-01
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    1.53394273e-01  -2.55130030e-01  -8.80599332e-01  -5.02847775e-01
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Progress: 38.2% ... Training loss: 0.184 ... Validation loss: 0.310[[-0.25393854]
 [ 0.2351852 ]
 [-0.04552809]
 [ 1.54482367]
 [ 0.26051052]
 [-0.0120598 ]
 [-0.97498221]
 [-0.76160476]
 [-0.52057888]
 [-0.77355139]
 [ 1.34792998]
 [ 3.04211003]
 [-2.76983848]]
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   -8.58724661e-02  -1.52268531e-01  -1.22953941e-01   3.93912246e-02
   -2.13220622e-01  -5.10905351e-01  -2.22502800e-01  -3.04576807e-01
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    1.52615282e-01  -2.56676545e-01  -8.80480322e-01  -5.02450976e-01
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Progress: 38.3% ... Training loss: 0.166 ... Validation loss: 0.311[[-0.26538581]
 [ 0.22814785]
 [-0.04913133]
 [ 1.53363334]
 [ 0.25485935]
 [-0.01815216]
 [-1.00112693]
 [-0.77052006]
 [-0.53633557]
 [-0.78768445]
 [ 1.3352002 ]
 [ 3.03081526]
 [-2.77815209]]
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   -2.13128460e-01  -5.08780960e-01  -2.21735226e-01  -3.00815299e-01
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Progress: 38.4% ... Training loss: 0.168 ... Validation loss: 0.308[[-0.25917241]
 [ 0.23375395]
 [-0.04335438]
 [ 1.54000024]
 [ 0.26117239]
 [-0.01314503]
 [-0.99088622]
 [-0.76446597]
 [-0.53103874]
 [-0.77946975]
 [ 1.33919355]
 [ 3.03505162]
 [-2.76970132]]
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   -2.14259035e-01  -5.11007333e-01  -2.18117729e-01  -2.95543797e-01
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Progress: 38.4% ... Training loss: 0.166 ... Validation loss: 0.307[[-0.25127295]
 [ 0.24257886]
 [-0.03660308]
 [ 1.54922132]
 [ 0.26811494]
 [-0.0065089 ]
 [-0.97493518]
 [-0.75650045]
 [-0.51607699]
 [-0.7689498 ]
 [ 1.34817492]
 [ 3.0607902 ]
 [-2.76946206]]
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   -2.14551829e-01  -5.11117266e-01  -2.17009903e-01  -2.92199883e-01
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    1.52240554e-01  -2.59450545e-01  -8.80397321e-01  -4.88589120e-01
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Progress: 38.5% ... Training loss: 0.169 ... Validation loss: 0.305[[-0.26361858]
 [ 0.2190165 ]
 [-0.04837243]
 [ 1.53014955]
 [ 0.24984681]
 [-0.0190528 ]
 [-1.00207651]
 [-0.77723064]
 [-0.54756538]
 [-0.78226437]
 [ 1.33276338]
 [ 3.03173508]
 [-2.79270703]]
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    2.58841899e-01]
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   -3.15659573e-01  -2.34918619e-01  -2.54330538e-01  -2.26495273e-01
   -3.09759147e-02  -2.80844316e-01   4.13789989e-02  -3.81160472e-01
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 [ -2.29065998e-01  -2.96482199e-01  -3.23257957e-01  -4.22779846e-02
   -8.50981281e-02  -1.52290599e-01  -1.26022088e-01   3.89686932e-02
   -2.14779935e-01  -5.11143498e-01  -2.15409384e-01  -2.91924911e-01
   -1.82953146e-02]
 [ -9.53041459e-02  -2.16481701e-02  -2.46629268e-01  -1.25899439e+00
   -2.80897552e-01  -2.61177147e-01   1.64669618e-01  -5.10727338e-01
    1.57944685e-01  -2.59165728e-01  -8.90174286e-01  -5.23210954e-01
   -1.54063735e+00]]
Progress: 38.5% ... Training loss: 0.179 ... Validation loss: 0.309[[ -2.44915553e-01]
 [  2.42276708e-01]
 [ -3.14037692e-02]
 [  1.56004906e+00]
 [  2.70316887e-01]
 [ -2.03248900e-03]
 [ -9.62785059e-01]
 [ -7.51607910e-01]
 [ -5.11362744e-01]
 [ -7.63751793e-01]
 [  1.35960219e+00]
 [  3.07437117e+00]
 [ -2.76620706e+00]]
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   -2.15902938e-01  -5.12226138e-01  -2.12559872e-01  -2.86217051e-01
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    1.55187459e-01  -2.61958595e-01  -8.86114000e-01  -5.09026090e-01
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Progress: 38.5% ... Training loss: 0.184 ... Validation loss: 0.319[[-0.24949797]
 [ 0.23262227]
 [-0.03727187]
 [ 1.5532866 ]
 [ 0.26363398]
 [-0.00882421]
 [-0.96518459]
 [-0.76642743]
 [-0.51637094]
 [-0.77506464]
 [ 1.35449083]
 [ 3.0679332 ]
 [-2.7905476 ]]
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   -2.16273094e-01  -5.11519992e-01  -2.07342064e-01  -2.74187123e-01
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    1.54147974e-01  -2.64553450e-01  -8.84185769e-01  -4.96050543e-01
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Progress: 38.6% ... Training loss: 0.167 ... Validation loss: 0.301[[-0.25343463]
 [ 0.23308838]
 [-0.03823809]
 [ 1.55737271]
 [ 0.2653898 ]
 [-0.00906883]
 [-0.97266271]
 [-0.76657856]
 [-0.52274783]
 [-0.77945756]
 [ 1.35690109]
 [ 3.07159585]
 [-2.79271027]]
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   -8.42168852e-02  -1.52301365e-01  -1.25628465e-01   3.75881950e-02
   -2.15098009e-01  -5.10559434e-01  -2.09385622e-01  -2.75930371e-01
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Progress: 38.6% ... Training loss: 0.168 ... Validation loss: 0.302[[-0.26025582]
 [ 0.22233207]
 [-0.04950255]
 [ 1.5240718 ]
 [ 0.25058832]
 [-0.016784  ]
 [-0.99515146]
 [-0.79252498]
 [-0.53662356]
 [-0.79621272]
 [ 1.32625158]
 [ 3.01618976]
 [-2.83070128]]
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   -2.13876749e-01  -5.07769368e-01  -2.15073760e-01  -2.88437400e-01
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    1.54567429e-01  -2.64261805e-01  -8.90492232e-01  -5.03932319e-01
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Progress: 38.7% ... Training loss: 0.193 ... Validation loss: 0.318[[-0.24773749]
 [ 0.24151764]
 [-0.0339712 ]
 [ 1.55173771]
 [ 0.26691426]
 [-0.00716153]
 [-0.97103844]
 [-0.75991673]
 [-0.51184082]
 [-0.77254086]
 [ 1.35045494]
 [ 3.06036775]
 [-2.80389464]]
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   -2.15127801e-01  -5.09504789e-01  -2.09639362e-01  -2.76068848e-01
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    1.51479471e-01  -2.68463441e-01  -8.87164046e-01  -4.92160226e-01
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Progress: 38.8% ... Training loss: 0.167 ... Validation loss: 0.299[[-0.25666225]
 [ 0.22199116]
 [-0.04712126]
 [ 1.53989027]
 [ 0.25210005]
 [-0.01829443]
 [-0.97470081]
 [-0.77290107]
 [-0.52258736]
 [-0.78969963]
 [ 1.33416787]
 [ 3.03865962]
 [-2.81811265]]
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   -8.44293909e-02  -1.52297454e-01  -1.25474104e-01   3.82829646e-02
   -2.15303078e-01  -5.08721177e-01  -2.09583404e-01  -2.76220844e-01
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    1.53963795e-01  -2.67029563e-01  -8.93096942e-01  -5.04980742e-01
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Progress: 38.8% ... Training loss: 0.168 ... Validation loss: 0.303[[-0.25079169]
 [ 0.22867219]
 [-0.03987323]
 [ 1.54554764]
 [ 0.26066043]
 [-0.01039816]
 [-0.9685405 ]
 [-0.75027459]
 [-0.51638001]
 [-0.77084181]
 [ 1.34170406]
 [ 3.06569165]
 [-2.81711526]]
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   -8.44029864e-02  -1.52301808e-01  -1.25939674e-01   3.81309490e-02
   -2.15211147e-01  -5.09416403e-01  -2.09552998e-01  -2.75428133e-01
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    1.53982494e-01  -2.69285330e-01  -8.93539000e-01  -5.06079129e-01
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Progress: 38.9% ... Training loss: 0.167 ... Validation loss: 0.314[[-0.2493584 ]
 [ 0.23381582]
 [-0.03690348]
 [ 1.54189304]
 [ 0.26426448]
 [-0.00899271]
 [-0.97266169]
 [-0.75339339]
 [-0.51192808]
 [-0.77437443]
 [ 1.3444183 ]
 [ 3.08731623]
 [-2.82295763]]
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   -8.43774498e-02  -1.52303569e-01  -1.25619506e-01   3.80833146e-02
   -2.15085062e-01  -5.09548345e-01  -2.09725585e-01  -2.75548023e-01
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    1.51180684e-01  -2.71749031e-01  -8.89565605e-01  -4.89966452e-01
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Progress: 38.9% ... Training loss: 0.170 ... Validation loss: 0.309[[-0.25704278]
 [ 0.22211525]
 [-0.0460005 ]
 [ 1.5201975 ]
 [ 0.25278136]
 [-0.01847493]
 [-0.99582136]
 [-0.77655852]
 [-0.52982463]
 [-0.782571  ]
 [ 1.32579235]
 [ 3.06194116]
 [-2.84386311]]
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   -9.02089282e-03]
 [ -9.91839293e-02  -1.89350913e-02  -2.47077268e-01  -1.26589847e+00
   -2.78705927e-01  -2.61358736e-01   1.49367929e-01  -5.18725255e-01
    1.49781131e-01  -2.74622294e-01  -8.86912568e-01  -4.83021325e-01
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Progress: 39.0% ... Training loss: 0.169 ... Validation loss: 0.302[[-0.25852468]
 [ 0.22095504]
 [-0.04810005]
 [ 1.52034351]
 [ 0.25202025]
 [-0.02076926]
 [-0.99681341]
 [-0.78218908]
 [-0.52400978]
 [-0.78706541]
 [ 1.32529188]
 [ 3.06427758]
 [-2.84276662]]
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    1.46428389e-01  -2.76167194e-01  -8.82770762e-01  -4.62892544e-01
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Progress: 39.0% ... Training loss: 0.166 ... Validation loss: 0.303[[-0.25455374]
 [ 0.2267535 ]
 [-0.04252726]
 [ 1.5376592 ]
 [ 0.26017758]
 [-0.01736192]
 [-0.98647559]
 [-0.77203308]
 [-0.51749858]
 [-0.7802974 ]
 [ 1.33939603]
 [ 3.08940729]
 [-2.83282872]]
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   -2.77660888e-01  -2.61406438e-01   1.41586677e-01  -5.19141203e-01
    1.45618997e-01  -2.76560699e-01  -8.82491138e-01  -4.58294957e-01
   -1.59381009e+00]]
Progress: 39.0% ... Training loss: 0.165 ... Validation loss: 0.297[[-0.25631989]
 [ 0.23579413]
 [-0.03881163]
 [ 1.53893334]
 [ 0.26638818]
 [-0.01619529]
 [-0.98860742]
 [-0.76492943]
 [-0.51360399]
 [-0.78266198]
 [ 1.33984737]
 [ 3.09871441]
 [-2.83145789]]
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    1.45141369e-01  -2.75929782e-01  -8.82426652e-01  -4.60830042e-01
   -1.59741066e+00]]
Progress: 39.1% ... Training loss: 0.167 ... Validation loss: 0.297[[-0.25816533]
 [ 0.22310079]
 [-0.04724642]
 [ 1.52037438]
 [ 0.2541012 ]
 [-0.02045767]
 [-0.9959423 ]
 [-0.78453884]
 [-0.52479328]
 [-0.7826571 ]
 [ 1.31697905]
 [ 3.05200792]
 [-2.86121085]]
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   -1.59812211e+00]]
Progress: 39.1% ... Training loss: 0.186 ... Validation loss: 0.304[[-0.24815193]
 [ 0.24805365]
 [-0.02883074]
 [ 1.54913024]
 [ 0.2761069 ]
 [-0.00685226]
 [-0.97231505]
 [-0.74478162]
 [-0.49656331]
 [-0.761689  ]
 [ 1.34377155]
 [ 3.11244976]
 [-2.81421921]]
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   -2.15427724e-01  -5.09141213e-01  -2.11740303e-01  -2.86033607e-01
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Progress: 39.2% ... Training loss: 0.192 ... Validation loss: 0.319[[-0.26060398]
 [ 0.22439784]
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 [ 1.52460901]
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Progress: 39.2% ... Training loss: 0.165 ... Validation loss: 0.298[[-0.24767804]
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 [-0.22813691 -0.29681381 -0.32324586 -0.04304449 -0.08533129 -0.15230863
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   0.13857544 -0.52409571  0.14275062 -0.28094491 -0.88495861 -0.4504245
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Progress: 39.3% ... Training loss: 0.162 ... Validation loss: 0.302[[-0.24863499]
 [ 0.23552941]
 [-0.0359117 ]
 [ 1.55312122]
 [ 0.26434773]
 [-0.00950911]
 [-0.96983124]
 [-0.76743113]
 [-0.49497289]
 [-0.76946779]
 [ 1.33434165]
 [ 3.08058612]
 [-2.84093872]]
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 [-0.10092881 -0.01714834 -0.24744685 -1.2700508  -0.27669166 -0.26151618
   0.13864196 -0.52340745  0.14207427 -0.28056963 -0.88498982 -0.45297513
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Progress: 39.4% ... Training loss: 0.161 ... Validation loss: 0.296[[-0.26578783]
 [ 0.22137781]
 [-0.04761644]
 [ 1.53733626]
 [ 0.2489294 ]
 [-0.02392373]
 [-0.99222923]
 [-0.78564812]
 [-0.51371389]
 [-0.79445315]
 [ 1.31559828]
 [ 3.05627932]
 [-2.85828341]]
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Progress: 39.4% ... Training loss: 0.166 ... Validation loss: 0.295[[-0.25123867]
 [ 0.24334161]
 [-0.0295277 ]
 [ 1.56503034]
 [ 0.26917484]
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 [ 1.3415796 ]
 [ 3.10388836]
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 [-0.10218082 -0.01534898 -0.24777625 -1.26720213 -0.27489264 -0.26164446
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Progress: 39.5% ... Training loss: 0.179 ... Validation loss: 0.308[[-0.25352549]
 [ 0.23732566]
 [-0.03516304]
 [ 1.55652003]
 [ 0.26104444]
 [-0.01141384]
 [-0.98271696]
 [-0.77479386]
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 [-0.77964305]
 [ 1.33389657]
 [ 3.08258233]
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   0.13526807 -0.52770863  0.13908083 -0.28431723 -0.8799126  -0.42546917
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Progress: 39.5% ... Training loss: 0.159 ... Validation loss: 0.290[[ -2.41531347e-01]
 [  2.57978327e-01]
 [ -2.29400178e-02]
 [  1.57603688e+00]
 [  2.77475770e-01]
 [ -1.34269129e-03]
 [ -9.61500540e-01]
 [ -7.62864925e-01]
 [ -4.79965865e-01]
 [ -7.70094957e-01]
 [  1.35410684e+00]
 [  3.12342556e+00]
 [ -2.85091695e+00]]
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Progress: 39.5% ... Training loss: 0.184 ... Validation loss: 0.306[[-0.25706977]
 [ 0.23319513]
 [-0.03816699]
 [ 1.54874649]
 [ 0.25602347]
 [-0.01591003]
 [-0.99230757]
 [-0.78992195]
 [-0.51276449]
 [-0.79856572]
 [ 1.32510021]
 [ 3.07126122]
 [-2.8719094 ]]
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Progress: 39.6% ... Training loss: 0.164 ... Validation loss: 0.285[[-0.256787  ]
 [ 0.23227579]
 [-0.03548168]
 [ 1.56389349]
 [ 0.259337  ]
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 [ 1.34010237]
 [ 3.09476192]
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Progress: 39.6% ... Training loss: 0.160 ... Validation loss: 0.287[[-0.26680881]
 [ 0.22093083]
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 [ 1.54847054]
 [ 0.24827602]
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Progress: 39.7% ... Training loss: 0.182 ... Validation loss: 0.293[[-0.2507955 ]
 [ 0.24016555]
 [-0.02889633]
 [ 1.582539  ]
 [ 0.26716077]
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 [ 3.08101502]
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Progress: 39.8% ... Training loss: 0.164 ... Validation loss: 0.294[[-0.26165365]
 [ 0.22264679]
 [-0.03975889]
 [ 1.56549768]
 [ 0.25165333]
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 [ 1.32720674]
 [ 3.05920101]
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Progress: 39.8% ... Training loss: 0.165 ... Validation loss: 0.288[[-0.24519841]
 [ 0.23882946]
 [-0.02534486]
 [ 1.59703209]
 [ 0.26721142]
 [-0.00554981]
 [-0.97660832]
 [-0.75257619]
 [-0.4999589 ]
 [-0.76825324]
 [ 1.3542446 ]
 [ 3.09800394]
 [-2.85550514]]
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Progress: 39.9% ... Training loss: 0.172 ... Validation loss: 0.320[[-0.25956875]
 [ 0.22305071]
 [-0.03830938]
 [ 1.57333164]
 [ 0.25158728]
 [-0.01972402]
 [-1.00245107]
 [-0.77831413]
 [-0.52323809]
 [-0.79058036]
 [ 1.33864568]
 [ 3.07515637]
 [-2.88606965]]
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Progress: 39.9% ... Training loss: 0.163 ... Validation loss: 0.293[[-0.26137998]
 [ 0.22751254]
 [-0.03467531]
 [ 1.57923951]
 [ 0.25533907]
 [-0.01745821]
 [-1.01290536]
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 [ 1.34405954]
 [ 3.08186058]
 [-2.87703371]]
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Progress: 40.0% ... Training loss: 0.163 ... Validation loss: 0.299[[-0.26564449]
 [ 0.21982783]
 [-0.04008743]
 [ 1.58196082]
 [ 0.24910277]
 [-0.02082543]
 [-1.01646287]
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 [ 1.3399993 ]
 [ 3.068906  ]
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   0.1531228  -0.51594441  0.14830264 -0.28035559 -0.90631246 -0.47433696
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Progress: 40.0% ... Training loss: 0.167 ... Validation loss: 0.299[[-0.25718504]
 [ 0.23807073]
 [-0.02999709]
 [ 1.61230913]
 [ 0.26248986]
 [-0.01124357]
 [-0.99994345]
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 [ 1.36513473]
 [ 3.10027396]
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Progress: 40.0% ... Training loss: 0.172 ... Validation loss: 0.314[[-0.25935417]
 [ 0.22506031]
 [-0.03749677]
 [ 1.60632147]
 [ 0.2498914 ]
 [-0.0172109 ]
 [-1.00302925]
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 [-0.80105295]
 [ 1.35442149]
 [ 3.06894439]
 [-2.89979082]]
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Progress: 40.1% ... Training loss: 0.166 ... Validation loss: 0.293[[ -2.43554057e-01]
 [  2.43470586e-01]
 [ -2.14223609e-02]
 [  1.62320431e+00]
 [  2.68847930e-01]
 [ -1.41988433e-03]
 [ -9.99940229e-01]
 [ -7.61459888e-01]
 [ -5.10841180e-01]
 [ -7.77730917e-01]
 [  1.36951870e+00]
 [  3.09725825e+00]
 [ -2.88611059e+00]]
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  -0.26182897 -0.23272576 -0.03477966 -0.2800095   0.06691327 -0.35694502
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 [-0.22685771 -0.29795978 -0.32326677 -0.04706072 -0.08657035 -0.15232073
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 [-0.10083422 -0.01898505 -0.24754571 -1.3056515  -0.27859428 -0.26165034
   0.15579418 -0.51483638  0.14915926 -0.28031242 -0.90962955 -0.48250103
  -1.63838602]]
Progress: 40.1% ... Training loss: 0.160 ... Validation loss: 0.303[[-0.24512676]
 [ 0.24002453]
 [-0.02507574]
 [ 1.61521444]
 [ 0.26209009]
 [-0.0048599 ]
 [-0.99961319]
 [-0.78120058]
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 [-0.79337992]
 [ 1.35795556]
 [ 3.07191963]
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Progress: 40.2% ... Training loss: 0.159 ... Validation loss: 0.287[[ -2.34108887e-01]
 [  2.49454486e-01]
 [ -1.59224850e-02]
 [  1.62350782e+00]
 [  2.72486080e-01]
 [  2.80385301e-03]
 [ -9.82254897e-01]
 [ -7.66710973e-01]
 [ -4.96376134e-01]
 [ -7.76172399e-01]
 [  1.36507341e+00]
 [  3.10292630e+00]
 [ -2.88999824e+00]]
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   -2.12044035e-01  -4.99651247e-01  -2.23372148e-01  -3.21538563e-01
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    1.47043822e-01  -2.82883821e-01  -9.06289356e-01  -4.58332926e-01
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Progress: 40.2% ... Training loss: 0.162 ... Validation loss: 0.286[[ -2.34472727e-01]
 [  2.41170117e-01]
 [ -2.17080714e-02]
 [  1.62266213e+00]
 [  2.62905756e-01]
 [ -1.69644929e-04]
 [ -9.73910818e-01]
 [ -7.82416560e-01]
 [ -4.96642047e-01]
 [ -7.86079858e-01]
 [  1.35688981e+00]
 [  3.07924301e+00]
 [ -2.90481632e+00]]
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Progress: 40.3% ... Training loss: 0.161 ... Validation loss: 0.283[[-0.24300451]
 [ 0.23692066]
 [-0.02455436]
 [ 1.60404459]
 [ 0.25699995]
 [-0.00505855]
 [-0.99944008]
 [-0.78713764]
 [-0.50943188]
 [-0.79105024]
 [ 1.34068296]
 [ 3.05439972]
 [-2.90621766]]
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Progress: 40.4% ... Training loss: 0.164 ... Validation loss: 0.292[[-0.23360344]
 [ 0.2488555 ]
 [-0.01478104]
 [ 1.62074932]
 [ 0.27046307]
 [ 0.0059863 ]
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 [-0.773016  ]
 [ 1.35464092]
 [ 3.07608746]
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Progress: 40.4% ... Training loss: 0.157 ... Validation loss: 0.282[[ -2.40252643e-01]
 [  2.44807369e-01]
 [ -1.72285518e-02]
 [  1.62022871e+00]
 [  2.66311282e-01]
 [  2.77304788e-03]
 [ -9.93576213e-01]
 [ -7.74619373e-01]
 [ -5.04048085e-01]
 [ -7.79475295e-01]
 [  1.35423257e+00]
 [  3.07103231e+00]
 [ -2.89609722e+00]]
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 [-0.22717344 -0.29777322 -0.32328257 -0.0429595  -0.08621769 -0.1523269
  -0.12465358  0.04757195 -0.21376096 -0.49995249 -0.21878888 -0.31033094
  -0.01444232]
 [-0.10107495 -0.01819476 -0.24764702 -1.31703795 -0.27821773 -0.26169588
   0.1593137  -0.51874667  0.14891861 -0.28184097 -0.91631464 -0.48403628
  -1.65854532]]
Progress: 40.5% ... Training loss: 0.158 ... Validation loss: 0.283[[-0.23468083]
 [ 0.25263098]
 [-0.00950029]
 [ 1.62754777]
 [ 0.27575702]
 [ 0.01054184]
 [-0.98408644]
 [-0.7613989 ]
 [-0.49681643]
 [-0.76997715]
 [ 1.3634476 ]
 [ 3.09700912]
 [-2.88584929]]
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 [ -1.01294470e-01  -1.78037944e-02  -2.47672869e-01  -1.31658988e+00
   -2.77764334e-01  -2.61691884e-01   1.57108472e-01  -5.20158651e-01
    1.47769836e-01  -2.83172558e-01  -9.15115098e-01  -4.76116282e-01
   -1.66163019e+00]]
Progress: 40.5% ... Training loss: 0.158 ... Validation loss: 0.290[[-0.23831283]
 [ 0.24280532]
 [-0.01491983]
 [ 1.63453621]
 [ 0.26974622]
 [ 0.00487876]
 [-0.99412115]
 [-0.77110845]
 [-0.50422341]
 [-0.77515078]
 [ 1.36738401]
 [ 3.09610221]
 [-2.89990716]]
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   -2.78883082e-01  -2.61717778e-01   1.63567858e-01  -5.16493280e-01
    1.50954776e-01  -2.80566141e-01  -9.21550288e-01  -4.95495481e-01
   -1.65184255e+00]]
Progress: 40.5% ... Training loss: 0.157 ... Validation loss: 0.286[[-0.24701672]
 [ 0.23602867]
 [-0.02168508]
 [ 1.61736368]
 [ 0.26141256]
 [-0.00333733]
 [-1.00955298]
 [-0.78137078]
 [-0.51106679]
 [-0.79047023]
 [ 1.35256374]
 [ 3.08253727]
 [-2.90582169]]
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    1.51190981e-01  -2.80370817e-01  -9.24686124e-01  -4.96894325e-01
   -1.65367292e+00]]
Progress: 40.6% ... Training loss: 0.158 ... Validation loss: 0.286[[ -2.45550044e-01]
 [  2.31545871e-01]
 [ -2.35788647e-02]
 [  1.62453247e+00]
 [  2.59678037e-01]
 [ -1.13286916e-03]
 [ -1.00115248e+00]
 [ -7.78696542e-01]
 [ -5.07905052e-01]
 [ -7.87048027e-01]
 [  1.35700675e+00]
 [  3.08438952e+00]
 [ -2.90670522e+00]]
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   -2.79692694e-01  -2.61718829e-01   1.65875866e-01  -5.12396173e-01
    1.52069045e-01  -2.80326673e-01  -9.29585131e-01  -5.08873227e-01
   -1.65063147e+00]]
Progress: 40.6% ... Training loss: 0.157 ... Validation loss: 0.289[[ -2.46845116e-01]
 [  2.33328656e-01]
 [ -2.50583442e-02]
 [  1.63402824e+00]
 [  2.61554179e-01]
 [ -2.55199304e-03]
 [ -1.00105434e+00]
 [ -7.82904570e-01]
 [ -5.06001841e-01]
 [ -7.91061715e-01]
 [  1.36218247e+00]
 [  3.10021993e+00]
 [ -2.90228459e+00]]
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 [ -1.01102525e-01  -1.97088581e-02  -2.47619527e-01  -1.32944811e+00
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    1.51176647e-01  -2.80814915e-01  -9.30164223e-01  -5.09324086e-01
   -1.65094936e+00]]
Progress: 40.7% ... Training loss: 0.157 ... Validation loss: 0.286[[-0.24923719]
 [ 0.22649956]
 [-0.02797769]
 [ 1.62297128]
 [ 0.25642767]
 [-0.00462881]
 [-0.99861893]
 [-0.79486335]
 [-0.50862518]
 [-0.79758014]
 [ 1.35314482]
 [ 3.08399145]
 [-2.91767007]]
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   -2.79125135e-01  -2.61723535e-01   1.61974076e-01  -5.12842895e-01
    1.50288861e-01  -2.82361692e-01  -9.29243471e-01  -5.06262833e-01
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Progress: 40.8% ... Training loss: 0.159 ... Validation loss: 0.283[[-0.25602638]
 [ 0.22149367]
 [-0.03118116]
 [ 1.62032281]
 [ 0.25149269]
 [-0.00922451]
 [-1.0150286 ]
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 [ 1.34913593]
 [ 3.08184611]
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Progress: 40.8% ... Training loss: 0.161 ... Validation loss: 0.285[[-0.25267525]
 [ 0.22891707]
 [-0.02333542]
 [ 1.62684538]
 [ 0.25691985]
 [-0.00676575]
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 [ 1.35528619]
 [ 3.09786608]
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Progress: 40.9% ... Training loss: 0.159 ... Validation loss: 0.287[[-0.2525991 ]
 [ 0.22552021]
 [-0.0280768 ]
 [ 1.62375302]
 [ 0.25415863]
 [-0.00672371]
 [-0.99875574]
 [-0.78079318]
 [-0.51104261]
 [-0.79440449]
 [ 1.34566878]
 [ 3.07452179]
 [-2.91396014]]
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Progress: 40.9% ... Training loss: 0.164 ... Validation loss: 0.290[[-0.23604825]
 [ 0.24576127]
 [-0.01322384]
 [ 1.65972685]
 [ 0.27089572]
 [ 0.00722848]
 [-0.97571068]
 [-0.74921105]
 [-0.49010306]
 [-0.76562493]
 [ 1.3783264 ]
 [ 3.12706141]
 [-2.89445463]]
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   -8.60223032e-02  -1.52306950e-01  -1.24911068e-01   4.91902215e-02
   -2.14451259e-01  -4.95013332e-01  -2.14088728e-01  -3.01796351e-01
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Progress: 41.0% ... Training loss: 0.181 ... Validation loss: 0.329[[ -2.46954277e-01]
 [  2.36957814e-01]
 [ -2.22698703e-02]
 [  1.64777908e+00]
 [  2.60118031e-01]
 [ -3.02226698e-03]
 [ -1.00553135e+00]
 [ -7.72898120e-01]
 [ -5.08865786e-01]
 [ -7.85795584e-01]
 [  1.36417122e+00]
 [  3.10478969e+00]
 [ -2.91466782e+00]]
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Progress: 41.0% ... Training loss: 0.156 ... Validation loss: 0.287[[-0.25467717]
 [ 0.23028594]
 [-0.02863909]
 [ 1.63826839]
 [ 0.25410559]
 [-0.00840265]
 [-1.0181381 ]
 [-0.78240284]
 [-0.51712252]
 [-0.80227571]
 [ 1.35666055]
 [ 3.10160394]
 [-2.934054  ]]
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Progress: 41.0% ... Training loss: 0.155 ... Validation loss: 0.283[[-0.24672893]
 [ 0.23196515]
 [-0.02554445]
 [ 1.63636615]
 [ 0.25613758]
 [-0.00363964]
 [-0.99913386]
 [-0.78386442]
 [-0.50336053]
 [-0.79596849]
 [ 1.35408605]
 [ 3.10101968]
 [-2.93340759]]
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   -2.13390827e-01  -4.92960932e-01  -2.18477268e-01  -3.12492541e-01
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Progress: 41.1% ... Training loss: 0.155 ... Validation loss: 0.277[[ -2.46277246e-01]
 [  2.32343173e-01]
 [ -2.51000725e-02]
 [  1.64068769e+00]
 [  2.55703238e-01]
 [ -2.48832650e-03]
 [ -1.00968959e+00]
 [ -7.86074232e-01]
 [ -5.10796132e-01]
 [ -7.94560623e-01]
 [  1.35583871e+00]
 [  3.09049453e+00]
 [ -2.93606273e+00]]
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   -2.13238258e-01  -4.93241161e-01  -2.19315702e-01  -3.16430100e-01
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Progress: 41.1% ... Training loss: 0.155 ... Validation loss: 0.279[[ -2.44668281e-01]
 [  2.37493129e-01]
 [ -2.00772403e-02]
 [  1.65206671e+00]
 [  2.60561877e-01]
 [ -4.09354512e-04]
 [ -1.00505654e+00]
 [ -7.73552046e-01]
 [ -5.07889825e-01]
 [ -7.85885047e-01]
 [  1.36726519e+00]
 [  3.11276444e+00]
 [ -2.92869547e+00]]
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Progress: 41.2% ... Training loss: 0.155 ... Validation loss: 0.284[[-0.24072264]
 [ 0.23635217]
 [-0.01926215]
 [ 1.64347061]
 [ 0.26013847]
 [ 0.00423046]
 [-0.99991917]
 [-0.78456185]
 [-0.50623456]
 [-0.79006319]
 [ 1.35782164]
 [ 3.09090732]
 [-2.94625385]]
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Progress: 41.2% ... Training loss: 0.162 ... Validation loss: 0.280[[-0.22986067]
 [ 0.25635343]
 [-0.00535582]
 [ 1.67564128]
 [ 0.28001095]
 [ 0.01567627]
 [-0.97727926]
 [-0.75644473]
 [-0.48085376]
 [-0.77233286]
 [ 1.38694899]
 [ 3.13684703]
 [-2.91170257]]
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Progress: 41.3% ... Training loss: 0.180 ... Validation loss: 0.311[[-0.24903762]
 [ 0.2316782 ]
 [-0.02430945]
 [ 1.64138221]
 [ 0.25316686]
 [-0.00388844]
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 [ 1.35327549]
 [ 3.07838964]
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Progress: 41.4% ... Training loss: 0.167 ... Validation loss: 0.285[[-0.23229915]
 [ 0.24903761]
 [-0.00883497]
 [ 1.67092771]
 [ 0.27177831]
 [ 0.01166147]
 [-0.98981412]
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 [ 1.3774427 ]
 [ 3.11227221]
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   -8.61073085e-02  -1.52373176e-01  -1.26232511e-01   5.23357708e-02
   -2.15606479e-01  -4.94076057e-01  -2.14572659e-01  -3.06290996e-01
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 [ -1.03371410e-01  -1.79977019e-02  -2.47829762e-01  -1.34755703e+00
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Progress: 41.4% ... Training loss: 0.158 ... Validation loss: 0.292[[ -2.42229391e-01]
 [  2.41507838e-01]
 [ -1.82454044e-02]
 [  1.65596559e+00]
 [  2.62781953e-01]
 [  2.32816322e-03]
 [ -1.00394254e+00]
 [ -7.80285144e-01]
 [ -5.00567064e-01]
 [ -7.95950995e-01]
 [  1.36128490e+00]
 [  3.09702313e+00]
 [ -2.92958533e+00]]
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   0.15718504 -0.5169007   0.14645912 -0.29061106 -0.93705942 -0.49412532
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Progress: 41.5% ... Training loss: 0.153 ... Validation loss: 0.277[[-0.24844662]
 [ 0.23246215]
 [-0.02244198]
 [ 1.63304217]
 [ 0.25364164]
 [-0.00412433]
 [-1.01944946]
 [-0.78567743]
 [-0.51210256]
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 [ 1.34266622]
 [ 3.07818671]
 [-2.94375846]]
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   -2.14011329e-01  -4.91713271e-01  -2.20218233e-01  -3.23237542e-01
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Progress: 41.5% ... Training loss: 0.164 ... Validation loss: 0.283[[-0.23362443]
 [ 0.24360805]
 [-0.01030715]
 [ 1.64665303]
 [ 0.26443157]
 [ 0.00703809]
 [-0.98675162]
 [-0.76576173]
 [-0.48731221]
 [-0.7733015 ]
 [ 1.35401442]
 [ 3.09577664]
 [-2.92833423]]
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 [ -2.63618608e-01  -5.34764956e-01  -3.42536438e-01   1.90709715e-01
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   -3.50524114e-02  -2.70745393e-01   6.10565608e-02  -3.92823775e-01
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 [ -2.26607393e-01  -2.98276116e-01  -3.23329874e-01  -3.81877638e-02
   -8.66284323e-02  -1.52394403e-01  -1.25977772e-01   5.36793232e-02
   -2.15148279e-01  -4.94022512e-01  -2.17199152e-01  -3.19943436e-01
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 [ -1.04556475e-01  -1.65735260e-02  -2.47920019e-01  -1.34973987e+00
   -2.77064690e-01  -2.61813330e-01   1.53465247e-01  -5.20296162e-01
    1.43791265e-01  -2.96287380e-01  -9.35296398e-01  -4.72007839e-01
   -1.69228690e+00]]
Progress: 41.5% ... Training loss: 0.153 ... Validation loss: 0.281[[ -2.42278599e-01]
 [  2.35054851e-01]
 [ -1.75571564e-02]
 [  1.64177532e+00]
 [  2.54282450e-01]
 [ -1.20404211e-03]
 [ -1.00159650e+00]
 [ -7.79747897e-01]
 [ -5.01066722e-01]
 [ -7.87005793e-01]
 [  1.34578575e+00]
 [  3.08125611e+00]
 [ -2.93706167e+00]]
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   -2.23980363e-01  -3.22654496e-01   3.64471518e-01   1.15159144e+00
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 [ -2.63492673e-01  -5.34883297e-01  -3.42532083e-01   1.90534113e-01
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   -3.48830937e-02  -2.70481686e-01   6.07357657e-02  -3.93832650e-01
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 [ -2.26335449e-01  -2.98454701e-01  -3.23318207e-01  -3.93053562e-02
   -8.69016045e-02  -1.52403569e-01  -1.25382780e-01   5.51454930e-02
   -2.14798013e-01  -4.92535400e-01  -2.18266339e-01  -3.24367377e-01
    2.33686504e-04]
 [ -1.04104809e-01  -1.70139247e-02  -2.47905382e-01  -1.35532542e+00
   -2.77591056e-01  -2.61824800e-01   1.57349778e-01  -5.19937959e-01
    1.45629894e-01  -2.95273776e-01  -9.39553006e-01  -4.78449506e-01
   -1.69215957e+00]]
Progress: 41.6% ... Training loss: 0.156 ... Validation loss: 0.279[[ -2.43915665e-01]
 [  2.40140724e-01]
 [ -1.41401811e-02]
 [  1.65125170e+00]
 [  2.59945687e-01]
 [  7.61350718e-05]
 [ -1.00291084e+00]
 [ -7.74050530e-01]
 [ -4.94977451e-01]
 [ -7.91448738e-01]
 [  1.35274978e+00]
 [  3.09898423e+00]
 [ -2.92476730e+00]]
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   -2.23194578e-01  -3.20577885e-01   3.63754354e-01   1.15454906e+00
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   -3.60489263e-02  -2.71722504e-01   6.41861460e-02  -3.89155663e-01
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 [ -2.26276668e-01  -2.98256800e-01  -3.23315191e-01  -3.66371836e-02
   -8.67333578e-02  -1.52403289e-01  -1.26770140e-01   5.49965571e-02
   -2.15504350e-01  -4.91570872e-01  -2.16473314e-01  -3.18538814e-01
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 [ -1.03960713e-01  -1.71136165e-02  -2.47914395e-01  -1.35841489e+00
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    1.45983315e-01  -2.96158938e-01  -9.42712575e-01  -4.76852048e-01
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Progress: 41.6% ... Training loss: 0.152 ... Validation loss: 0.276[[ -2.42569176e-01]
 [  2.46401623e-01]
 [ -1.13951720e-02]
 [  1.65926737e+00]
 [  2.64490265e-01]
 [  2.23722804e-03]
 [ -9.99381226e-01]
 [ -7.70469965e-01]
 [ -4.90856227e-01]
 [ -7.91408122e-01]
 [  1.36037823e+00]
 [  3.11686628e+00]
 [ -2.92354111e+00]]
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   -2.16332312e-01  -4.92632035e-01  -2.14756201e-01  -3.17488514e-01
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Progress: 41.7% ... Training loss: 0.157 ... Validation loss: 0.277[[-0.25063438]
 [ 0.22943419]
 [-0.02143637]
 [ 1.64754161]
 [ 0.25000783]
 [-0.00657417]
 [-1.01813239]
 [-0.78972557]
 [-0.51156472]
 [-0.80276886]
 [ 1.34749288]
 [ 3.0954841 ]
 [-2.94142817]]
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   -2.14994379e-01  -4.90688654e-01  -2.18705893e-01  -3.28484037e-01
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Progress: 41.8% ... Training loss: 0.156 ... Validation loss: 0.273[[-0.23276361]
 [ 0.24227651]
 [-0.00996557]
 [ 1.66947605]
 [ 0.26238843]
 [ 0.01033384]
 [-0.98283445]
 [-0.77091353]
 [-0.48352944]
 [-0.78312707]
 [ 1.36314316]
 [ 3.10420621]
 [-2.92771153]]
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   -2.14723809e-01  -4.91380875e-01  -2.20691003e-01  -3.30013543e-01
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Progress: 41.8% ... Training loss: 0.156 ... Validation loss: 0.287[[-0.23853054]
 [ 0.23968377]
 [-0.01410301]
 [ 1.671664  ]
 [ 0.2598582 ]
 [ 0.00374275]
 [-0.99690433]
 [-0.77359022]
 [-0.48950218]
 [-0.79407266]
 [ 1.36352378]
 [ 3.11042071]
 [-2.93424324]]
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   -2.14850318e-01  -4.91733308e-01  -2.17393684e-01  -3.26463192e-01
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Progress: 41.9% ... Training loss: 0.154 ... Validation loss: 0.279[[-0.23744524]
 [ 0.24846536]
 [-0.0040865 ]
 [ 1.6635376 ]
 [ 0.26822155]
 [ 0.00613788]
 [-1.01196005]
 [-0.76052601]
 [-0.48924893]
 [-0.78627471]
 [ 1.36561385]
 [ 3.15079109]
 [-2.93023666]]
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   -2.14226783e-01  -4.89690410e-01  -2.19289215e-01  -3.30681425e-01
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Progress: 41.9% ... Training loss: 0.178 ... Validation loss: 0.307[[-0.24693878]
 [ 0.23237165]
 [-0.01856758]
 [ 1.63956148]
 [ 0.25206827]
 [-0.00482334]
 [-1.01653296]
 [-0.78446658]
 [-0.50370969]
 [-0.80239423]
 [ 1.33987688]
 [ 3.10842769]
 [-2.97152586]]
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   -2.13543713e-01  -4.88056879e-01  -2.23523056e-01  -3.43345707e-01
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Progress: 42.0% ... Training loss: 0.157 ... Validation loss: 0.274[[-0.23747401]
 [ 0.24510876]
 [-0.00760339]
 [ 1.65570864]
 [ 0.26430669]
 [ 0.00543132]
 [-0.99612628]
 [-0.76461229]
 [-0.48629048]
 [-0.78645709]
 [ 1.35415711]
 [ 3.13526065]
 [-2.95191566]]
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   -8.79572917e-02  -1.52429900e-01  -1.23924450e-01   6.02109434e-02
   -2.13585534e-01  -4.87870142e-01  -2.23842193e-01  -3.42617644e-01
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 [ -1.05620380e-01  -1.57737801e-02  -2.48026193e-01  -1.36613127e+00
   -2.76455307e-01  -2.61833136e-01   1.59565035e-01  -5.25137158e-01
    1.45185744e-01  -3.03774355e-01  -9.47381149e-01  -4.82749386e-01
   -1.70427357e+00]]
Progress: 42.0% ... Training loss: 0.155 ... Validation loss: 0.292[[ -2.42820474e-01]
 [  2.38984281e-01]
 [ -9.94899680e-03]
 [  1.64444309e+00]
 [  2.58410707e-01]
 [  3.18565254e-04]
 [ -1.00867482e+00]
 [ -7.70128650e-01]
 [ -5.04509674e-01]
 [ -7.84455519e-01]
 [  1.34232869e+00]
 [  3.11665405e+00]
 [ -2.96225096e+00]]
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   -2.24769917e-01  -3.23613995e-01   3.77446050e-01   1.20067968e+00
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Progress: 42.0% ... Training loss: 0.154 ... Validation loss: 0.286[[-0.23665615]
 [ 0.24339364]
 [-0.0066224 ]
 [ 1.66306087]
 [ 0.2649264 ]
 [ 0.0048292 ]
 [-1.00065892]
 [-0.76377671]
 [-0.49883004]
 [-0.77466029]
 [ 1.3552553 ]
 [ 3.1331451 ]
 [-2.95900821]]
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   -2.13883900e-01  -4.88390283e-01  -2.23555587e-01  -3.46262344e-01
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Progress: 42.1% ... Training loss: 0.155 ... Validation loss: 0.300[[-0.24910972]
 [ 0.23125167]
 [-0.01944799]
 [ 1.66034555]
 [ 0.25368497]
 [-0.00585047]
 [-1.01506268]
 [-0.78682355]
 [-0.50613655]
 [-0.80704216]
 [ 1.34657064]
 [ 3.11358869]
 [-2.96729688]]
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   -8.71822773e-02  -1.52428000e-01  -1.29072854e-01   5.87449330e-02
   -2.15531598e-01  -4.89179663e-01  -2.18688838e-01  -3.34076542e-01
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Progress: 42.1% ... Training loss: 0.155 ... Validation loss: 0.273[[-0.23879187]
 [ 0.24242126]
 [-0.00982227]
 [ 1.6707651 ]
 [ 0.26558508]
 [ 0.00731357]
 [-1.00835871]
 [-0.76639472]
 [-0.49552991]
 [-0.78011065]
 [ 1.35410555]
 [ 3.10567962]
 [-2.96380163]]
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   -3.38865098e-02  -2.67671649e-01   5.80586370e-02  -4.04281117e-01
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   -8.66815292e-02  -1.52436171e-01  -1.30914820e-01   5.64341431e-02
   -2.16330412e-01  -4.91314124e-01  -2.16111816e-01  -3.28559882e-01
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 [ -1.03015912e-01  -1.93631128e-02  -2.47928302e-01  -1.39048949e+00
   -2.80226284e-01  -2.61858990e-01   1.80578417e-01  -5.17850327e-01
    1.54863364e-01  -2.96924230e-01  -9.67319543e-01  -5.47218832e-01
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Progress: 42.2% ... Training loss: 0.152 ... Validation loss: 0.277[[ -2.28224104e-01]
 [  2.55644077e-01]
 [  1.14800184e-03]
 [  1.69167650e+00]
 [  2.77631088e-01]
 [  1.79792373e-02]
 [ -9.90390998e-01]
 [ -7.46966818e-01]
 [ -4.75632725e-01]
 [ -7.69470144e-01]
 [  1.37168423e+00]
 [  3.12726185e+00]
 [ -2.95468714e+00]]
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   -2.17170482e-01  -4.91663085e-01  -2.14076157e-01  -3.22084588e-01
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Progress: 42.2% ... Training loss: 0.157 ... Validation loss: 0.294[[-0.23471094]
 [ 0.24521271]
 [-0.0064958 ]
 [ 1.6822567 ]
 [ 0.2675446 ]
 [ 0.01114642]
 [-1.01096876]
 [-0.76476832]
 [-0.48549864]
 [-0.78230469]
 [ 1.36135367]
 [ 3.10703929]
 [-2.96427349]]
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   -8.69527921e-02  -1.52460934e-01  -1.29458626e-01   5.71356321e-02
   -2.16021538e-01  -4.90821431e-01  -2.17648932e-01  -3.30091889e-01
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 [ -1.03656882e-01  -1.89813818e-02  -2.47938754e-01  -1.39312577e+00
   -2.79912360e-01  -2.61837905e-01   1.79063969e-01  -5.17771438e-01
    1.54179656e-01  -2.99599778e-01  -9.68423017e-01  -5.45205150e-01
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Progress: 42.3% ... Training loss: 0.151 ... Validation loss: 0.280[[ -2.30696875e-01]
 [  2.58786836e-01]
 [  2.77550066e-04]
 [  1.71530037e+00]
 [  2.78583188e-01]
 [  1.80490400e-02]
 [ -9.96169170e-01]
 [ -7.44815799e-01]
 [ -4.72483087e-01]
 [ -7.70212736e-01]
 [  1.38865013e+00]
 [  3.13994385e+00]
 [ -2.93838067e+00]]
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   -3.84752104e-02  -2.70990045e-01   7.40050175e-02  -3.74908537e-01
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   -8.66272160e-02  -1.52454887e-01  -1.30335856e-01   5.63000057e-02
   -2.16592002e-01  -4.91237085e-01  -2.15725300e-01  -3.26441800e-01
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 [ -1.03217213e-01  -1.90604110e-02  -2.47931023e-01  -1.39551401e+00
   -2.80292326e-01  -2.61850293e-01   1.81741527e-01  -5.15684203e-01
    1.55125635e-01  -2.97019723e-01  -9.70193133e-01  -5.51112153e-01
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Progress: 42.4% ... Training loss: 0.184 ... Validation loss: 0.315[[ -2.47077909e-01]
 [  2.35289516e-01]
 [ -1.85958366e-02]
 [  1.68588170e+00]
 [  2.58374123e-01]
 [  2.36960126e-03]
 [ -1.03146292e+00]
 [ -7.73151141e-01]
 [ -5.03276552e-01]
 [ -7.92979073e-01]
 [  1.36026217e+00]
 [  3.10225123e+00]
 [ -2.97539858e+00]]
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Progress: 42.4% ... Training loss: 0.154 ... Validation loss: 0.276[[-0.24920162]
 [ 0.24359245]
 [-0.01285365]
 [ 1.69193655]
 [ 0.263319  ]
 [ 0.00400708]
 [-1.03598828]
 [-0.75597741]
 [-0.49966911]
 [-0.78425263]
 [ 1.36404429]
 [ 3.10959368]
 [-2.96281211]]
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   -2.15240574e-01  -4.90822683e-01  -2.19347807e-01  -3.36125346e-01
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Progress: 42.5% ... Training loss: 0.154 ... Validation loss: 0.285[[-0.24078356]
 [ 0.24632041]
 [-0.00913419]
 [ 1.70606905]
 [ 0.27009097]
 [ 0.01136132]
 [-1.01871598]
 [-0.75851763]
 [-0.48850156]
 [-0.78112471]
 [ 1.37252301]
 [ 3.11813088]
 [-2.9688967 ]]
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 [ -2.63948513e-01  -5.35290044e-01  -3.42688442e-01   2.16631624e-01
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   -3.86982228e-02  -2.68644954e-01   7.47853421e-02  -3.74201365e-01
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 [ -2.26250930e-01  -2.98436083e-01  -3.23360379e-01  -3.19806253e-02
   -8.66563388e-02  -1.52484728e-01  -1.31435381e-01   5.51859788e-02
   -2.16825317e-01  -4.91389514e-01  -2.15321142e-01  -3.26369775e-01
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 [ -1.03893255e-01  -1.78136274e-02  -2.47992442e-01  -1.39739261e+00
   -2.79275820e-01  -2.61846810e-01   1.81283649e-01  -5.19404106e-01
    1.53544660e-01  -2.99764010e-01  -9.70580857e-01  -5.42226868e-01
   -1.70942866e+00]]
Progress: 42.5% ... Training loss: 0.150 ... Validation loss: 0.282[[ -2.37873085e-01]
 [  2.52286441e-01]
 [ -2.74028574e-03]
 [  1.72042719e+00]
 [  2.76650764e-01]
 [  1.40213758e-02]
 [ -1.01862449e+00]
 [ -7.46627705e-01]
 [ -4.84897978e-01]
 [ -7.71364609e-01]
 [  1.38556446e+00]
 [  3.14792826e+00]
 [ -2.96718421e+00]]
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   -2.26247238e-01  -3.28423076e-01   4.09270492e-01   1.20528384e+00
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Progress: 42.5% ... Training loss: 0.162 ... Validation loss: 0.303[[-0.24278402]
 [ 0.2354377 ]
 [-0.013256  ]
 [ 1.69511877]
 [ 0.26134807]
 [ 0.00762189]
 [-1.03082368]
 [-0.76787065]
 [-0.50022154]
 [-0.78710861]
 [ 1.36112582]
 [ 3.09643638]
 [-2.99873346]]
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   -2.15735744e-01  -4.91859408e-01  -2.16830754e-01  -3.27159606e-01
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Progress: 42.6% ... Training loss: 0.161 ... Validation loss: 0.279[[-0.2402269 ]
 [ 0.24621226]
 [-0.00587213]
 [ 1.70783727]
 [ 0.26884705]
 [ 0.01119273]
 [-1.02570267]
 [-0.75873236]
 [-0.48953208]
 [-0.78286254]
 [ 1.37133262]
 [ 3.11861887]
 [-2.98731783]]
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Progress: 42.6% ... Training loss: 0.149 ... Validation loss: 0.282[[-0.24425136]
 [ 0.2431805 ]
 [-0.00566207]
 [ 1.7018334 ]
 [ 0.26760686]
 [ 0.00863751]
 [-1.02844828]
 [-0.75692101]
 [-0.49183218]
 [-0.78226728]
 [ 1.36653942]
 [ 3.12224801]
 [-2.99122868]]
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   -2.15537790e-01  -4.92016375e-01  -2.18055388e-01  -3.30544592e-01
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Progress: 42.7% ... Training loss: 0.149 ... Validation loss: 0.285[[-0.24655568]
 [ 0.23721706]
 [-0.0068709 ]
 [ 1.698263  ]
 [ 0.26468746]
 [ 0.00716022]
 [-1.03414759]
 [-0.76230268]
 [-0.49319819]
 [-0.78633515]
 [ 1.36263487]
 [ 3.12056985]
 [-2.99370522]]
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   -2.15920528e-01  -4.92187510e-01  -2.16647874e-01  -3.27896698e-01
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Progress: 42.8% ... Training loss: 0.149 ... Validation loss: 0.280[[-0.24331486]
 [ 0.23854122]
 [-0.00683287]
 [ 1.71233484]
 [ 0.26781082]
 [ 0.00932501]
 [-1.02709511]
 [-0.75745551]
 [-0.48815229]
 [-0.77817007]
 [ 1.37100602]
 [ 3.12400659]
 [-3.00015902]]
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   -8.69440452e-02  -1.52505127e-01  -1.32872000e-01   5.47091063e-02
   -2.16454881e-01  -4.92919549e-01  -2.16035896e-01  -3.28289961e-01
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 [ -1.05767603e-01  -1.55556049e-02  -2.48085999e-01  -1.40692623e+00
   -2.77080420e-01  -2.61771254e-01   1.79508926e-01  -5.25679176e-01
    1.50359072e-01  -3.10998655e-01  -9.69662740e-01  -5.09739210e-01
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Progress: 42.8% ... Training loss: 0.149 ... Validation loss: 0.285[[ -2.54644053e-01]
 [  2.38082729e-01]
 [ -9.26503921e-03]
 [  1.69555878e+00]
 [  2.61088989e-01]
 [  1.67597751e-03]
 [ -1.06277628e+00]
 [ -7.57712894e-01]
 [ -5.05760212e-01]
 [ -7.90587403e-01]
 [  1.35621131e+00]
 [  3.11184857e+00]
 [ -3.00409456e+00]]
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 [ -2.26034283e-01  -2.98749676e-01  -3.23377810e-01  -3.58262920e-02
   -8.69325062e-02  -1.52509470e-01  -1.30926608e-01   5.43767157e-02
   -2.15991728e-01  -4.92916725e-01  -2.16872247e-01  -3.28479572e-01
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 [ -1.05155266e-01  -1.58144369e-02  -2.48079059e-01  -1.41306632e+00
   -2.77423910e-01  -2.61782485e-01   1.85041772e-01  -5.25345860e-01
    1.51904756e-01  -3.08487500e-01  -9.74657721e-01  -5.24580790e-01
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Progress: 42.9% ... Training loss: 0.156 ... Validation loss: 0.289[[ -2.41728003e-01]
 [  2.49896302e-01]
 [ -6.55654071e-04]
 [  1.72297148e+00]
 [  2.73355244e-01]
 [  1.29652379e-02]
 [ -1.02454017e+00]
 [ -7.42640681e-01]
 [ -4.76038222e-01]
 [ -7.75387157e-01]
 [  1.37464545e+00]
 [  3.13597570e+00]
 [ -2.98968045e+00]]
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Progress: 42.9% ... Training loss: 0.159 ... Validation loss: 0.291[[-0.24584065]
 [ 0.23238951]
 [-0.00820723]
 [ 1.7090742 ]
 [ 0.25935458]
 [ 0.00743481]
 [-1.03734302]
 [-0.76602188]
 [-0.49677958]
 [-0.78301084]
 [ 1.35616143]
 [ 3.08191096]
 [-3.01311486]]
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Progress: 43.0% ... Training loss: 0.162 ... Validation loss: 0.280[[-0.23355035]
 [ 0.2516454 ]
 [ 0.00625284]
 [ 1.73305132]
 [ 0.27713977]
 [ 0.02135762]
 [-1.01226663]
 [-0.73920765]
 [-0.47519081]
 [-0.76381705]
 [ 1.37430281]
 [ 3.1062556 ]
 [-2.97851581]]
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   -2.18689430e-01  -4.94392295e-01  -2.11286399e-01  -3.18995383e-01
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Progress: 43.0% ... Training loss: 0.155 ... Validation loss: 0.287[[-0.25416913]
 [ 0.23107451]
 [-0.00978101]
 [ 1.70147893]
 [ 0.25769041]
 [ 0.00464898]
 [-1.05392647]
 [-0.75851611]
 [-0.51050372]
 [-0.78550123]
 [ 1.34677917]
 [ 3.07290463]
 [-3.00110356]]
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   -2.18057439e-01  -4.94699639e-01  -2.11142940e-01  -3.18339097e-01
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Progress: 43.0% ... Training loss: 0.158 ... Validation loss: 0.282[[-0.24151017]
 [ 0.23273916]
 [-0.00494115]
 [ 1.72141602]
 [ 0.26269384]
 [ 0.01583651]
 [-1.01696788]
 [-0.75400207]
 [-0.49836224]
 [-0.7777398 ]
 [ 1.35585241]
 [ 3.06829352]
 [-2.99790266]]
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Progress: 43.1% ... Training loss: 0.165 ... Validation loss: 0.285[[-0.23429735]
 [ 0.24672121]
 [ 0.0044464 ]
 [ 1.73816742]
 [ 0.27636249]
 [ 0.02500395]
 [-1.00625845]
 [-0.7366218 ]
 [-0.47987425]
 [-0.76478982]
 [ 1.37449542]
 [ 3.09719733]
 [-2.98543411]]
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 [ -2.28029128e-01  -2.97240018e-01  -3.23437459e-01  -1.01582160e-02
   -8.48005619e-02  -1.52484308e-01  -1.45498894e-01   4.77567726e-02
   -2.21687341e-01  -4.97170063e-01  -2.01471116e-01  -3.03008264e-01
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 [ -1.05409988e-01  -1.78535294e-02  -2.48125928e-01  -1.43604883e+00
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    1.55707838e-01  -3.08934961e-01  -9.94546358e-01  -5.63345362e-01
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Progress: 43.1% ... Training loss: 0.152 ... Validation loss: 0.295[[ -2.45183460e-01]
 [  2.37922818e-01]
 [ -2.12106631e-03]
 [  1.72191873e+00]
 [  2.66964184e-01]
 [  1.60232010e-02]
 [ -1.03102163e+00]
 [ -7.55700680e-01]
 [ -4.98373193e-01]
 [ -7.85375354e-01]
 [  1.35687848e+00]
 [  3.07852907e+00]
 [ -3.01005412e+00]]
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Progress: 43.2% ... Training loss: 0.152 ... Validation loss: 0.275[[-0.23523188]
 [ 0.25868931]
 [ 0.01138944]
 [ 1.74411987]
 [ 0.28422712]
 [ 0.02525702]
 [-1.00978806]
 [-0.7255934 ]
 [-0.46904024]
 [-0.76655441]
 [ 1.38065043]
 [ 3.14135448]
 [-2.98812419]]
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Progress: 43.2% ... Training loss: 0.194 ... Validation loss: 0.311[[-0.25635   ]
 [ 0.22920526]
 [-0.01024658]
 [ 1.71364105]
 [ 0.25491968]
 [ 0.00461297]
 [-1.0455317 ]
 [-0.77043874]
 [-0.50670385]
 [-0.80405864]
 [ 1.34773333]
 [ 3.0673688 ]
 [-3.0257111 ]]
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 [ -2.26876088e-01  -2.98749056e-01  -3.23470839e-01  -2.09159007e-02
   -8.65750359e-02  -1.52619597e-01  -1.40582627e-01   5.52654323e-02
   -2.19456382e-01  -4.90724171e-01  -2.08720473e-01  -3.22371148e-01
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 [ -1.05597938e-01  -1.79707826e-02  -2.48175507e-01  -1.44148454e+00
   -2.79402249e-01  -2.61860520e-01   1.86174907e-01  -5.18092861e-01
    1.55387900e-01  -3.10318878e-01  -9.96420465e-01  -5.46240667e-01
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Progress: 43.3% ... Training loss: 0.160 ... Validation loss: 0.274[[ -2.52332615e-01]
 [  2.33421863e-01]
 [ -2.70897937e-03]
 [  1.72630014e+00]
 [  2.59843452e-01]
 [  1.02412616e-02]
 [ -1.04662210e+00]
 [ -7.47160405e-01]
 [ -5.09046868e-01]
 [ -7.78099348e-01]
 [  1.35894087e+00]
 [  3.07612911e+00]
 [ -3.01969251e+00]]
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   -8.58028584e-02  -1.52606663e-01  -1.43645018e-01   5.31935040e-02
   -2.20944628e-01  -4.92812684e-01  -2.05335149e-01  -3.15439740e-01
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 [ -1.05327899e-01  -1.83087215e-02  -2.48167634e-01  -1.44446889e+00
   -2.79871478e-01  -2.61864252e-01   1.88054903e-01  -5.17930100e-01
    1.56819517e-01  -3.10973890e-01  -9.98588514e-01  -5.46271686e-01
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Progress: 43.4% ... Training loss: 0.148 ... Validation loss: 0.277[[ -2.44103356e-01]
 [  2.38226515e-01]
 [  1.08956148e-03]
 [  1.73636372e+00]
 [  2.62794542e-01]
 [  1.56808696e-02]
 [ -1.01926367e+00]
 [ -7.47182154e-01]
 [ -4.90945012e-01]
 [ -7.77541937e-01]
 [  1.36433230e+00]
 [  3.07862346e+00]
 [ -3.01495747e+00]]
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   -2.21236894e-01  -4.92484514e-01  -2.06463159e-01  -3.19751762e-01
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Progress: 43.4% ... Training loss: 0.147 ... Validation loss: 0.273[[-0.25298941]
 [ 0.23501904]
 [-0.0040164 ]
 [ 1.72963309]
 [ 0.2596943 ]
 [ 0.00907788]
 [-1.02590531]
 [-0.74577995]
 [-0.49360061]
 [-0.78605169]
 [ 1.36014286]
 [ 3.09034352]
 [-3.0180789 ]]
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 [ -2.64327573e-01  -5.33561036e-01  -3.42844681e-01   2.44175205e-01
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 [ -2.27769578e-01  -2.98231297e-01  -3.23492410e-01  -1.48029030e-02
   -8.57480435e-02  -1.52606347e-01  -1.44903318e-01   5.34166952e-02
   -2.21750776e-01  -4.92505337e-01  -2.05090566e-01  -3.16993105e-01
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 [ -1.06480607e-01  -1.71708944e-02  -2.48170735e-01  -1.44337125e+00
   -2.78894093e-01  -2.61817248e-01   1.80491046e-01  -5.21019928e-01
    1.52964651e-01  -3.14714292e-01  -9.95932417e-01  -5.31990299e-01
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Progress: 43.5% ... Training loss: 0.147 ... Validation loss: 0.277[[ -2.52794487e-01]
 [  2.35721253e-01]
 [ -8.59550132e-04]
 [  1.72492587e+00]
 [  2.59533553e-01]
 [  9.45998862e-03]
 [ -1.03197909e+00]
 [ -7.44786160e-01]
 [ -4.94452661e-01]
 [ -7.82045347e-01]
 [  1.35308710e+00]
 [  3.07922502e+00]
 [ -3.03420985e+00]]
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Progress: 43.5% ... Training loss: 0.146 ... Validation loss: 0.272[[-0.24469382]
 [ 0.24819063]
 [ 0.0077732 ]
 [ 1.75722285]
 [ 0.2745146 ]
 [ 0.01754266]
 [-1.00883618]
 [-0.73137804]
 [-0.4748974 ]
 [-0.77172005]
 [ 1.37980302]
 [ 3.12314399]
 [-3.02363028]]
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   -8.53627320e-02  -1.52599025e-01  -1.44897445e-01   5.23025822e-02
   -2.21979291e-01  -4.93046172e-01  -2.02587932e-01  -3.14968912e-01
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 [ -1.07353508e-01  -1.63753911e-02  -2.48177726e-01  -1.44306996e+00
   -2.78130021e-01  -2.61784035e-01   1.77646872e-01  -5.22338936e-01
    1.51305382e-01  -3.17084870e-01  -9.94491939e-01  -5.28743245e-01
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Progress: 43.5% ... Training loss: 0.163 ... Validation loss: 0.301[[ -2.53636833e-01]
 [  2.39974817e-01]
 [ -1.29845767e-03]
 [  1.73376719e+00]
 [  2.64118958e-01]
 [  8.01298084e-03]
 [ -1.04327594e+00]
 [ -7.53154959e-01]
 [ -4.93273126e-01]
 [ -7.87562429e-01]
 [  1.36339233e+00]
 [  3.10587806e+00]
 [ -3.04538243e+00]]
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Progress: 43.6% ... Training loss: 0.145 ... Validation loss: 0.269[[-0.24896618]
 [ 0.24561923]
 [ 0.00399036]
 [ 1.73754382]
 [ 0.27016094]
 [ 0.01245153]
 [-1.02984935]
 [-0.74578912]
 [-0.48180659]
 [-0.77958962]
 [ 1.36708243]
 [ 3.11204009]
 [-3.04769445]]
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Progress: 43.6% ... Training loss: 0.145 ... Validation loss: 0.271[[-0.25443639]
 [ 0.23480304]
 [-0.00362641]
 [ 1.73226467]
 [ 0.26074888]
 [ 0.00549984]
 [-1.04193356]
 [-0.75924128]
 [-0.49766118]
 [-0.78276691]
 [ 1.35625574]
 [ 3.08195223]
 [-3.06557973]]
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Progress: 43.7% ... Training loss: 0.159 ... Validation loss: 0.270[[-0.24168299]
 [ 0.25554819]
 [ 0.01434847]
 [ 1.7688927 ]
 [ 0.27883939]
 [ 0.01784204]
 [-1.0145453 ]
 [-0.72458199]
 [-0.46966624]
 [-0.7573046 ]
 [ 1.3859357 ]
 [ 3.12988885]
 [-3.02905861]]
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   -8.47340942e-02  -1.52577079e-01  -1.47778832e-01   5.16822442e-02
   -2.23076130e-01  -4.94733719e-01  -1.97626896e-01  -3.12664838e-01
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 [ -1.08726029e-01  -1.46373230e-02  -2.48185544e-01  -1.44525341e+00
   -2.76454384e-01  -2.61731803e-01   1.69917691e-01  -5.28218160e-01
    1.47099703e-01  -3.22871862e-01  -9.91570238e-01  -4.98728076e-01
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Progress: 43.8% ... Training loss: 0.173 ... Validation loss: 0.302[[ -2.61540024e-01]
 [  2.28645048e-01]
 [ -6.23957198e-03]
 [  1.72098771e+00]
 [  2.50077433e-01]
 [ -2.92620381e-03]
 [ -1.06620275e+00]
 [ -7.64979032e-01]
 [ -5.10915274e-01]
 [ -7.85965894e-01]
 [  1.34333029e+00]
 [  3.05785643e+00]
 [ -3.07506713e+00]]
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Progress: 43.8% ... Training loss: 0.176 ... Validation loss: 0.290[[-0.23276988]
 [ 0.25904831]
 [ 0.01903054]
 [ 1.76669709]
 [ 0.2799005 ]
 [ 0.02485515]
 [-0.99700832]
 [-0.72084924]
 [-0.45984031]
 [-0.74711926]
 [ 1.37992764]
 [ 3.10854043]
 [-3.01804512]]
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   -2.24363542e-01  -4.95487388e-01  -1.94885871e-01  -3.07631557e-01
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Progress: 43.9% ... Training loss: 0.172 ... Validation loss: 0.301[[-0.24894278]
 [ 0.24050862]
 [ 0.00465545]
 [ 1.734998  ]
 [ 0.26226182]
 [ 0.00955333]
 [-1.0455862 ]
 [-0.750912  ]
 [-0.49366199]
 [-0.77358188]
 [ 1.35018649]
 [ 3.06759569]
 [-3.05203669]]
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Progress: 43.9% ... Training loss: 0.150 ... Validation loss: 0.274[[-0.24340702]
 [ 0.24394494]
 [ 0.00659488]
 [ 1.75134778]
 [ 0.26313103]
 [ 0.01148843]
 [-1.02186161]
 [-0.7433736 ]
 [-0.47621317]
 [-0.77643861]
 [ 1.35911462]
 [ 3.09001869]
 [-3.03333035]]
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Progress: 44.0% ... Training loss: 0.151 ... Validation loss: 0.274[[-0.24788723]
 [ 0.22785998]
 [-0.00407991]
 [ 1.73941428]
 [ 0.24900716]
 [ 0.0039849 ]
 [-1.03448927]
 [-0.76334663]
 [-0.49206468]
 [-0.7817921 ]
 [ 1.34386581]
 [ 3.04869499]
 [-3.05555736]]
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Progress: 44.0% ... Training loss: 0.152 ... Validation loss: 0.274[[-0.23211808]
 [ 0.25224669]
 [ 0.01320331]
 [ 1.76817616]
 [ 0.27076357]
 [ 0.01932374]
 [-1.00819071]
 [-0.72255729]
 [-0.46096479]
 [-0.75112267]
 [ 1.37165791]
 [ 3.10342966]
 [-3.02682755]]
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Progress: 44.0% ... Training loss: 0.188 ... Validation loss: 0.297[[-0.24501213]
 [ 0.2249105 ]
 [-0.00629858]
 [ 1.73466658]
 [ 0.24567334]
 [ 0.00523765]
 [-1.03133272]
 [-0.75849179]
 [-0.49418581]
 [-0.77917733]
 [ 1.3380499 ]
 [ 3.02691567]
 [-3.07285272]]
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Progress: 44.1% ... Training loss: 0.173 ... Validation loss: 0.287[[-0.23443156]
 [ 0.24413279]
 [ 0.01052548]
 [ 1.75974498]
 [ 0.26694837]
 [ 0.01688563]
 [-0.9999525 ]
 [-0.73531398]
 [-0.45691584]
 [-0.75972702]
 [ 1.36261194]
 [ 3.08620843]
 [-3.0319494 ]]
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   -8.50066667e-02  -1.52731054e-01  -1.47884429e-01   5.23139884e-02
   -2.23122576e-01  -4.95615513e-01  -1.97731367e-01  -3.12258225e-01
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 [ -1.11617414e-01  -1.28358779e-02  -2.48319402e-01  -1.45291716e+00
   -2.74903626e-01  -2.61761751e-01   1.60241339e-01  -5.31294236e-01
    1.40663856e-01  -3.31830425e-01  -9.94103823e-01  -4.81005677e-01
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Progress: 44.1% ... Training loss: 0.171 ... Validation loss: 0.282[[ -2.49341179e-01]
 [  2.27394027e-01]
 [ -2.56674862e-03]
 [  1.72700334e+00]
 [  2.51756907e-01]
 [  3.90978719e-03]
 [ -1.03774661e+00]
 [ -7.61592195e-01]
 [ -4.90970708e-01]
 [ -7.76239166e-01]
 [  1.34117288e+00]
 [  3.06108155e+00]
 [ -3.05773825e+00]]
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   -8.55128696e-02  -1.52766648e-01  -1.44386438e-01   5.42121805e-02
   -2.21897801e-01  -4.94332717e-01  -2.00554778e-01  -3.16058695e-01
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 [ -1.11845254e-01  -1.28593033e-02  -2.48315314e-01  -1.45547616e+00
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    1.41488515e-01  -3.32582955e-01  -9.95977920e-01  -4.88313744e-01
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Progress: 44.2% ... Training loss: 0.146 ... Validation loss: 0.269[[ -2.45189742e-01]
 [  2.26160340e-01]
 [  8.57027790e-05]
 [  1.74213437e+00]
 [  2.52961793e-01]
 [  8.43944327e-03]
 [ -1.02462069e+00]
 [ -7.54372174e-01]
 [ -4.89470315e-01]
 [ -7.63970632e-01]
 [  1.34796245e+00]
 [  3.05424985e+00]
 [ -3.04921811e+00]]
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   -8.51879641e-02  -1.52767097e-01  -1.46272069e-01   5.22066392e-02
   -2.22672843e-01  -4.94232762e-01  -1.96871079e-01  -3.05260904e-01
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    1.43994606e-01  -3.32410594e-01  -1.00062460e+00  -5.05985352e-01
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Progress: 44.2% ... Training loss: 0.146 ... Validation loss: 0.270[[ -2.50040777e-01]
 [  2.27458581e-01]
 [ -2.31624677e-03]
 [  1.73946465e+00]
 [  2.53347280e-01]
 [  6.48155630e-03]
 [ -1.03274461e+00]
 [ -7.56929824e-01]
 [ -4.88416130e-01]
 [ -7.72059971e-01]
 [  1.34721233e+00]
 [  3.06500227e+00]
 [ -3.05188709e+00]]
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Progress: 44.3% ... Training loss: 0.144 ... Validation loss: 0.268[[-0.23836864]
 [ 0.23676675]
 [ 0.00484618]
 [ 1.745884  ]
 [ 0.26207656]
 [ 0.01620738]
 [-1.009915  ]
 [-0.75209934]
 [-0.47319084]
 [-0.76069261]
 [ 1.35160732]
 [ 3.065954  ]
 [-3.04905841]]
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Progress: 44.4% ... Training loss: 0.145 ... Validation loss: 0.268[[-0.2358334 ]
 [ 0.24284015]
 [ 0.00964544]
 [ 1.76256209]
 [ 0.2698222 ]
 [ 0.01996046]
 [-1.00198171]
 [-0.74307917]
 [-0.46487921]
 [-0.75904635]
 [ 1.3638769 ]
 [ 3.09734633]
 [-3.04580856]]
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   -8.41299046e-02  -1.52733132e-01  -1.49059587e-01   4.96585461e-02
   -2.23993036e-01  -4.96421051e-01  -1.89834305e-01  -2.89457700e-01
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 [ -1.14755952e-01  -1.09180374e-02  -2.48303582e-01  -1.45460493e+00
   -2.73033661e-01  -2.61640698e-01   1.47249158e-01  -5.32376790e-01
    1.36140595e-01  -3.42199924e-01  -9.91749595e-01  -4.58958972e-01
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Progress: 44.4% ... Training loss: 0.155 ... Validation loss: 0.280[[ -2.45297462e-01]
 [  2.28897795e-01]
 [ -1.13669525e-03]
 [  1.74000540e+00]
 [  2.54722484e-01]
 [  9.59775233e-03]
 [ -1.02685269e+00]
 [ -7.69540596e-01]
 [ -4.85485272e-01]
 [ -7.78228731e-01]
 [  1.34493509e+00]
 [  3.06658377e+00]
 [ -3.07346186e+00]]
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Progress: 44.5% ... Training loss: 0.152 ... Validation loss: 0.267[[-0.236175  ]
 [ 0.24626881]
 [ 0.01287911]
 [ 1.75985333]
 [ 0.27195386]
 [ 0.02045809]
 [-1.02021444]
 [-0.73933617]
 [-0.46636302]
 [-0.75264247]
 [ 1.36341554]
 [ 3.10644295]
 [-3.05176618]]
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   -8.44033629e-02  -1.52770679e-01  -1.46749112e-01   4.98682556e-02
   -2.22900074e-01  -4.96190024e-01  -1.91688420e-01  -2.96512814e-01
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    1.35783184e-01  -3.45152997e-01  -9.91644355e-01  -4.52559554e-01
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Progress: 44.5% ... Training loss: 0.160 ... Validation loss: 0.284[[ -2.42641615e-01]
 [  2.33126120e-01]
 [  9.46521559e-04]
 [  1.75165625e+00]
 [  2.57057247e-01]
 [  1.27195149e-02]
 [ -1.02288034e+00]
 [ -7.62759259e-01]
 [ -4.77804920e-01]
 [ -7.77493447e-01]
 [  1.34797754e+00]
 [  3.06531561e+00]
 [ -3.06821183e+00]]
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Progress: 44.5% ... Training loss: 0.146 ... Validation loss: 0.267[[-0.23947852]
 [ 0.23587907]
 [ 0.00583416]
 [ 1.75631199]
 [ 0.2588974 ]
 [ 0.01710378]
 [-1.03026004]
 [-0.76246805]
 [-0.48146417]
 [-0.76575438]
 [ 1.34970542]
 [ 3.05729078]
 [-3.06885527]]
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Progress: 44.6% ... Training loss: 0.146 ... Validation loss: 0.268[[-0.24363061]
 [ 0.23546509]
 [ 0.00467724]
 [ 1.75847631]
 [ 0.25938028]
 [ 0.01665881]
 [-1.03441589]
 [-0.76063681]
 [-0.481242  ]
 [-0.77042135]
 [ 1.34682681]
 [ 3.05111076]
 [-3.07101309]]
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Progress: 44.6% ... Training loss: 0.146 ... Validation loss: 0.268[[-0.24833561]
 [ 0.23381105]
 [ 0.00487094]
 [ 1.75930184]
 [ 0.25808614]
 [ 0.01407763]
 [-1.03827885]
 [-0.75486475]
 [-0.4822972 ]
 [-0.77267776]
 [ 1.34701174]
 [ 3.05915454]
 [-3.06839388]]
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Progress: 44.7% ... Training loss: 0.142 ... Validation loss: 0.271[[-0.23726696]
 [ 0.24171155]
 [ 0.01290558]
 [ 1.78725324]
 [ 0.26570353]
 [ 0.02171404]
 [-1.01554148]
 [-0.75003848]
 [-0.46672879]
 [-0.75993491]
 [ 1.3683621 ]
 [ 3.0809872 ]
 [-3.06878672]]
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Progress: 44.8% ... Training loss: 0.147 ... Validation loss: 0.281[[-0.24576456]
 [ 0.22712291]
 [ 0.00471374]
 [ 1.76769873]
 [ 0.25240097]
 [ 0.01612772]
 [-1.04511906]
 [-0.76664923]
 [-0.48738696]
 [-0.7693744 ]
 [ 1.34818167]
 [ 3.05272367]
 [-3.07925341]]
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Progress: 44.8% ... Training loss: 0.147 ... Validation loss: 0.271[[-0.23348412]
 [ 0.23844726]
 [ 0.01401575]
 [ 1.79568489]
 [ 0.26424402]
 [ 0.02551913]
 [-1.01420708]
 [-0.75147089]
 [-0.46316351]
 [-0.75511525]
 [ 1.36922723]
 [ 3.0763444 ]
 [-3.06484957]]
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Progress: 44.9% ... Training loss: 0.145 ... Validation loss: 0.283[[-0.22942161]
 [ 0.23364362]
 [ 0.01266462]
 [ 1.78336158]
 [ 0.25985365]
 [ 0.02582772]
 [-1.01521815]
 [-0.76576621]
 [-0.46949994]
 [-0.75498879]
 [ 1.35885851]
 [ 3.0546195 ]
 [-3.08946997]]
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Progress: 44.9% ... Training loss: 0.152 ... Validation loss: 0.276[[-0.23845864]
 [ 0.23932597]
 [ 0.01462945]
 [ 1.78672944]
 [ 0.26220578]
 [ 0.0196649 ]
 [-1.01672052]
 [-0.75618451]
 [-0.46374089]
 [-0.76701047]
 [ 1.36546436]
 [ 3.07830951]
 [-3.0809461 ]]
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Progress: 45.0% ... Training loss: 0.144 ... Validation loss: 0.277[[-0.2418571 ]
 [ 0.23676343]
 [ 0.01180849]
 [ 1.76908195]
 [ 0.25633976]
 [ 0.01710658]
 [-1.03091101]
 [-0.7555325 ]
 [-0.47599542]
 [-0.76651343]
 [ 1.34876723]
 [ 3.05132249]
 [-3.09136327]]
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Progress: 45.0% ... Training loss: 0.143 ... Validation loss: 0.275[[-0.2224802 ]
 [ 0.25343653]
 [ 0.0246918 ]
 [ 1.78226044]
 [ 0.27287448]
 [ 0.03340825]
 [-0.99699625]
 [-0.74124942]
 [-0.44707083]
 [-0.75050192]
 [ 1.35918486]
 [ 3.07194709]
 [-3.08304749]]
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Progress: 45.0% ... Training loss: 0.146 ... Validation loss: 0.281[[-0.23476934]
 [ 0.24411475]
 [ 0.01820402]
 [ 1.76548792]
 [ 0.26380661]
 [ 0.02310773]
 [-1.02157508]
 [-0.75667383]
 [-0.46760386]
 [-0.76693859]
 [ 1.34563873]
 [ 3.06081662]
 [-3.09877296]]
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Progress: 45.1% ... Training loss: 0.142 ... Validation loss: 0.265[[-0.23227922]
 [ 0.24949526]
 [ 0.02397531]
 [ 1.76719051]
 [ 0.26850915]
 [ 0.02829951]
 [-1.01780457]
 [-0.7520798 ]
 [-0.46204613]
 [-0.75769532]
 [ 1.34965341]
 [ 3.07101985]
 [-3.09233055]]
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   -2.21784717e-01  -4.90188396e-01  -1.96581036e-01  -3.01783285e-01
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Progress: 45.1% ... Training loss: 0.143 ... Validation loss: 0.270[[-0.23351136]
 [ 0.24599555]
 [ 0.02215933]
 [ 1.76158727]
 [ 0.26569916]
 [ 0.02692224]
 [-1.0174579 ]
 [-0.75371267]
 [-0.46498664]
 [-0.75889196]
 [ 1.34524713]
 [ 3.06146736]
 [-3.09838867]]
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Progress: 45.2% ... Training loss: 0.143 ... Validation loss: 0.269[[-0.23379094]
 [ 0.25434613]
 [ 0.02422996]
 [ 1.77207455]
 [ 0.27337847]
 [ 0.02698978]
 [-1.01219407]
 [-0.75433977]
 [-0.45663289]
 [-0.76159355]
 [ 1.35720351]
 [ 3.09888275]
 [-3.08647591]]
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Progress: 45.2% ... Training loss: 0.147 ... Validation loss: 0.270[[-0.24345614]
 [ 0.24257785]
 [ 0.01509694]
 [ 1.76640907]
 [ 0.2629525 ]
 [ 0.0183132 ]
 [-1.03116562]
 [-0.77066992]
 [-0.47265078]
 [-0.77672265]
 [ 1.35050955]
 [ 3.08884991]
 [-3.09323072]]
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Progress: 45.3% ... Training loss: 0.140 ... Validation loss: 0.259[[-0.23967431]
 [ 0.24137005]
 [ 0.01655146]
 [ 1.77338914]
 [ 0.26075235]
 [ 0.01940617]
 [-1.02857626]
 [-0.76993445]
 [-0.47437876]
 [-0.76990299]
 [ 1.35056496]
 [ 3.07187952]
 [-3.10639375]]
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Progress: 45.4% ... Training loss: 0.142 ... Validation loss: 0.261[[-0.23402701]
 [ 0.24923774]
 [ 0.02202731]
 [ 1.78462324]
 [ 0.26909568]
 [ 0.02404441]
 [-1.03213037]
 [-0.75744099]
 [-0.46709249]
 [-0.75650665]
 [ 1.35835664]
 [ 3.08095947]
 [-3.09803521]]
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Progress: 45.4% ... Training loss: 0.141 ... Validation loss: 0.266[[-0.23018032]
 [ 0.25034473]
 [ 0.02159055]
 [ 1.79517555]
 [ 0.27178632]
 [ 0.02785096]
 [-1.01709085]
 [-0.75815794]
 [-0.45963816]
 [-0.75939303]
 [ 1.36260437]
 [ 3.08087375]
 [-3.10680307]]
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Progress: 45.5% ... Training loss: 0.141 ... Validation loss: 0.269[[-0.23903897]
 [ 0.24007745]
 [ 0.01342019]
 [ 1.79128231]
 [ 0.26347732]
 [ 0.01947125]
 [-1.03303165]
 [-0.77261687]
 [-0.46751184]
 [-0.77894734]
 [ 1.35510576]
 [ 3.06515731]
 [-3.11462385]]
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Progress: 45.5% ... Training loss: 0.145 ... Validation loss: 0.261[[-0.23729431]
 [ 0.24739664]
 [ 0.02147446]
 [ 1.79547045]
 [ 0.26930855]
 [ 0.02314938]
 [-1.04180326]
 [-0.75675501]
 [-0.47077714]
 [-0.76414476]
 [ 1.36139718]
 [ 3.08828597]
 [-3.10550832]]
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Progress: 45.5% ... Training loss: 0.145 ... Validation loss: 0.278[[-0.24958821]
 [ 0.22881888]
 [ 0.0080184 ]
 [ 1.774774  ]
 [ 0.25437424]
 [ 0.01042526]
 [-1.060479  ]
 [-0.77777186]
 [-0.4921726 ]
 [-0.78797954]
 [ 1.34016034]
 [ 3.04468611]
 [-3.12467085]]
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Progress: 45.6% ... Training loss: 0.160 ... Validation loss: 0.270[[-0.22453629]
 [ 0.26347466]
 [ 0.03419158]
 [ 1.82027696]
 [ 0.28558282]
 [ 0.03526832]
 [-1.01899009]
 [-0.73431813]
 [-0.44415112]
 [-0.75514982]
 [ 1.37463218]
 [ 3.10078886]
 [-3.07704395]]
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Progress: 45.6% ... Training loss: 0.172 ... Validation loss: 0.290[[-0.25267563]
 [ 0.22585278]
 [ 0.00540007]
 [ 1.76200729]
 [ 0.25002157]
 [ 0.00807198]
 [-1.07276295]
 [-0.78480877]
 [-0.49984361]
 [-0.79564809]
 [ 1.32644197]
 [ 3.00095287]
 [-3.14163635]]
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Progress: 45.7% ... Training loss: 0.220 ... Validation loss: 0.311[[-0.2218477 ]
 [ 0.25610647]
 [ 0.03141853]
 [ 1.8194516 ]
 [ 0.28041567]
 [ 0.03642561]
 [-1.01050602]
 [-0.73971175]
 [-0.44294474]
 [-0.7491389 ]
 [ 1.37283683]
 [ 3.06059629]
 [-3.08215295]]
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Progress: 45.8% ... Training loss: 0.149 ... Validation loss: 0.284[[-0.24074933]
 [ 0.24228479]
 [ 0.02086383]
 [ 1.80771847]
 [ 0.26571158]
 [ 0.02130152]
 [-1.05359582]
 [-0.75582078]
 [-0.47596436]
 [-0.76803116]
 [ 1.36354268]
 [ 3.04910813]
 [-3.10008852]]
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Progress: 45.8% ... Training loss: 0.141 ... Validation loss: 0.273[[-0.24664682]
 [ 0.23572017]
 [ 0.01488053]
 [ 1.80289403]
 [ 0.26090373]
 [ 0.01569572]
 [-1.05785831]
 [-0.77421405]
 [-0.47560388]
 [-0.78750771]
 [ 1.35876105]
 [ 3.05146611]
 [-3.09474901]]
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Progress: 45.9% ... Training loss: 0.140 ... Validation loss: 0.261[[-0.23285498]
 [ 0.25050658]
 [ 0.02603842]
 [ 1.81354887]
 [ 0.27411759]
 [ 0.02782233]
 [-1.02604043]
 [-0.75785256]
 [-0.45180248]
 [-0.77768025]
 [ 1.36852745]
 [ 3.06824115]
 [-3.08559893]]
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Progress: 45.9% ... Training loss: 0.147 ... Validation loss: 0.267[[-0.23581639]
 [ 0.24533419]
 [ 0.02180558]
 [ 1.79498017]
 [ 0.26856005]
 [ 0.026205  ]
 [-1.03544058]
 [-0.7688836 ]
 [-0.4608985 ]
 [-0.78308972]
 [ 1.3556521 ]
 [ 3.05332513]
 [-3.10931395]]
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Progress: 46.0% ... Training loss: 0.143 ... Validation loss: 0.260[[-0.22973099]
 [ 0.25354345]
 [ 0.02882817]
 [ 1.81666161]
 [ 0.2768707 ]
 [ 0.03203874]
 [-1.01571042]
 [-0.75138193]
 [-0.45168676]
 [-0.76968913]
 [ 1.37268584]
 [ 3.0845132 ]
 [-3.10014448]]
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Progress: 46.0% ... Training loss: 0.147 ... Validation loss: 0.274[[-0.24846357]
 [ 0.23055846]
 [ 0.0101423 ]
 [ 1.78795475]
 [ 0.25360465]
 [ 0.01367692]
 [-1.06550331]
 [-0.78586924]
 [-0.49254654]
 [-0.79233153]
 [ 1.34537177]
 [ 3.03072629]
 [-3.12652671]]
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Progress: 46.0% ... Training loss: 0.171 ... Validation loss: 0.277[[-0.22617558]
 [ 0.25518485]
 [ 0.03191109]
 [ 1.81397124]
 [ 0.27677988]
 [ 0.03382503]
 [-1.02521331]
 [-0.74258386]
 [-0.45405468]
 [-0.74897576]
 [ 1.3693386 ]
 [ 3.08272361]
 [-3.08999029]]
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Progress: 46.1% ... Training loss: 0.148 ... Validation loss: 0.272[[-0.23609381]
 [ 0.24224217]
 [ 0.01775957]
 [ 1.78810537]
 [ 0.26170295]
 [ 0.02320604]
 [-1.05004362]
 [-0.77019961]
 [-0.47701864]
 [-0.77323979]
 [ 1.34516944]
 [ 3.03676712]
 [-3.12433093]]
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Progress: 46.1% ... Training loss: 0.156 ... Validation loss: 0.270[[-0.22086221]
 [ 0.25867654]
 [ 0.03246892]
 [ 1.81628803]
 [ 0.27832956]
 [ 0.03983936]
 [-1.02203139]
 [-0.74565243]
 [-0.44541788]
 [-0.75365142]
 [ 1.36484516]
 [ 3.0644832 ]
 [-3.10550033]]
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Progress: 46.2% ... Training loss: 0.139 ... Validation loss: 0.258[[-0.23079116]
 [ 0.252738  ]
 [ 0.02867861]
 [ 1.80461163]
 [ 0.27340073]
 [ 0.03206766]
 [-1.03671297]
 [-0.74815706]
 [-0.45133307]
 [-0.76634914]
 [ 1.35714591]
 [ 3.07357991]
 [-3.11934798]]
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Progress: 46.2% ... Training loss: 0.138 ... Validation loss: 0.259[[-0.23765298]
 [ 0.24042405]
 [ 0.01948607]
 [ 1.79848452]
 [ 0.26270474]
 [ 0.02628768]
 [-1.04830658]
 [-0.76215268]
 [-0.46901145]
 [-0.77544359]
 [ 1.35014432]
 [ 3.05471592]
 [-3.1348784 ]]
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Progress: 46.3% ... Training loss: 0.146 ... Validation loss: 0.262[[-0.22703427]
 [ 0.25977916]
 [ 0.03166538]
 [ 1.83688543]
 [ 0.27793598]
 [ 0.03866183]
 [-1.0185888 ]
 [-0.74149329]
 [-0.4403774 ]
 [-0.76335804]
 [ 1.37680947]
 [ 3.08335528]
 [-3.11533982]]
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Progress: 46.4% ... Training loss: 0.149 ... Validation loss: 0.264[[-0.24265545]
 [ 0.24254148]
 [ 0.01749933]
 [ 1.80783634]
 [ 0.2610694 ]
 [ 0.02614993]
 [-1.05099177]
 [-0.76060881]
 [-0.46683062]
 [-0.7856823 ]
 [ 1.34748698]
 [ 3.04006836]
 [-3.14600841]]
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Progress: 46.4% ... Training loss: 0.148 ... Validation loss: 0.265[[-0.22629068]
 [ 0.26208356]
 [ 0.03567162]
 [ 1.83934738]
 [ 0.27874874]
 [ 0.04147164]
 [-1.03341178]
 [-0.7292799 ]
 [-0.44964242]
 [-0.75196213]
 [ 1.37307265]
 [ 3.07516707]
 [-3.12934384]]
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Progress: 46.5% ... Training loss: 0.141 ... Validation loss: 0.281[[-0.23248871]
 [ 0.24973304]
 [ 0.02352483]
 [ 1.8262906 ]
 [ 0.2696172 ]
 [ 0.03157803]
 [-1.04116067]
 [-0.75386214]
 [-0.45568851]
 [-0.76936879]
 [ 1.35978153]
 [ 3.06064699]
 [-3.14080319]]
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Progress: 46.5% ... Training loss: 0.136 ... Validation loss: 0.259[[-0.23748653]
 [ 0.24104576]
 [ 0.02076502]
 [ 1.81971151]
 [ 0.26243251]
 [ 0.02586891]
 [-1.04830388]
 [-0.75751279]
 [-0.46599996]
 [-0.77351299]
 [ 1.35478104]
 [ 3.04876832]
 [-3.14775417]]
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Progress: 46.5% ... Training loss: 0.140 ... Validation loss: 0.263[[-0.23421193]
 [ 0.25051172]
 [ 0.02759841]
 [ 1.84422911]
 [ 0.2720606 ]
 [ 0.03072372]
 [-1.04196235]
 [-0.74020147]
 [-0.45159511]
 [-0.76545188]
 [ 1.37484159]
 [ 3.08624541]
 [-3.1347644 ]]
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Progress: 46.6% ... Training loss: 0.146 ... Validation loss: 0.270[[-0.24265018]
 [ 0.23354038]
 [ 0.01357505]
 [ 1.81812679]
 [ 0.25151242]
 [ 0.01922425]
 [-1.06068096]
 [-0.76927304]
 [-0.47484455]
 [-0.78380874]
 [ 1.35069788]
 [ 3.04085079]
 [-3.15679315]]
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Progress: 46.6% ... Training loss: 0.150 ... Validation loss: 0.262[[-0.22704514]
 [ 0.25595379]
 [ 0.02977031]
 [ 1.85017918]
 [ 0.27131711]
 [ 0.03432596]
 [-1.03005757]
 [-0.74312331]
 [-0.4466025 ]
 [-0.75757707]
 [ 1.37798308]
 [ 3.08192012]
 [-3.13121164]]
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Progress: 46.7% ... Training loss: 0.148 ... Validation loss: 0.270[[-0.24011788]
 [ 0.23802498]
 [ 0.01643126]
 [ 1.83196878]
 [ 0.25331033]
 [ 0.02173254]
 [-1.04670122]
 [-0.76662238]
 [-0.47568596]
 [-0.76907411]
 [ 1.35973946]
 [ 3.03919426]
 [-3.15469302]]
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Progress: 46.8% ... Training loss: 0.151 ... Validation loss: 0.262[[-0.23975647]
 [ 0.24890453]
 [ 0.02443785]
 [ 1.84594418]
 [ 0.2634449 ]
 [ 0.02580004]
 [-1.04940919]
 [-0.75033746]
 [-0.46577275]
 [-0.76563583]
 [ 1.37414519]
 [ 3.07206037]
 [-3.13353616]]
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Progress: 46.8% ... Training loss: 0.140 ... Validation loss: 0.267[[-0.24861844]
 [ 0.24242208]
 [ 0.01882221]
 [ 1.83810932]
 [ 0.25837842]
 [ 0.02127858]
 [-1.06644874]
 [-0.76110216]
 [-0.47823389]
 [-0.78194202]
 [ 1.36649767]
 [ 3.06888634]
 [-3.14318097]]
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Progress: 46.9% ... Training loss: 0.136 ... Validation loss: 0.261[[-0.24087269]
 [ 0.24539668]
 [ 0.02321883]
 [ 1.8494131 ]
 [ 0.26187232]
 [ 0.02791478]
 [-1.04917389]
 [-0.75375422]
 [-0.4711259 ]
 [-0.77061732]
 [ 1.37375606]
 [ 3.06537395]
 [-3.14362159]]
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Progress: 46.9% ... Training loss: 0.135 ... Validation loss: 0.262[[-0.24137863]
 [ 0.2464955 ]
 [ 0.02540723]
 [ 1.85344547]
 [ 0.26084848]
 [ 0.02677406]
 [-1.05294598]
 [-0.75115611]
 [-0.47460589]
 [-0.7675407 ]
 [ 1.37394891]
 [ 3.06050671]
 [-3.14929876]]
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Progress: 47.0% ... Training loss: 0.136 ... Validation loss: 0.264[[-0.23585701]
 [ 0.25633872]
 [ 0.03222405]
 [ 1.86053608]
 [ 0.2694744 ]
 [ 0.03195233]
 [-1.03983594]
 [-0.74605521]
 [-0.46096897]
 [-0.76398336]
 [ 1.38082497]
 [ 3.08159999]
 [-3.14332987]]
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Progress: 47.0% ... Training loss: 0.137 ... Validation loss: 0.268[[-0.23215582]
 [ 0.26248748]
 [ 0.03502902]
 [ 1.85335054]
 [ 0.273023  ]
 [ 0.03646121]
 [-1.03965023]
 [-0.75019761]
 [-0.45497473]
 [-0.76927203]
 [ 1.37616471]
 [ 3.07629802]
 [-3.15001332]]
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Progress: 47.0% ... Training loss: 0.135 ... Validation loss: 0.259[[-0.23799495]
 [ 0.25105358]
 [ 0.02782231]
 [ 1.83126138]
 [ 0.26190591]
 [ 0.03025903]
 [-1.06778799]
 [-0.76793151]
 [-0.47682672]
 [-0.77561523]
 [ 1.35400566]
 [ 3.03737302]
 [-3.17024835]]
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Progress: 47.1% ... Training loss: 0.160 ... Validation loss: 0.265[[-0.22114395]
 [ 0.26908035]
 [ 0.04416912]
 [ 1.86562099]
 [ 0.2818207 ]
 [ 0.04678732]
 [-1.03138897]
 [-0.73865581]
 [-0.44410716]
 [-0.75326841]
 [ 1.38211541]
 [ 3.08778019]
 [-3.1423442 ]]
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Progress: 47.1% ... Training loss: 0.149 ... Validation loss: 0.278[[-0.24788863]
 [ 0.24195919]
 [ 0.02445476]
 [ 1.84071379]
 [ 0.25607395]
 [ 0.02226164]
 [-1.06636613]
 [-0.76218246]
 [-0.47802931]
 [-0.78806876]
 [ 1.35860786]
 [ 3.05647251]
 [-3.16885687]]
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Progress: 47.2% ... Training loss: 0.137 ... Validation loss: 0.258[[-0.23783164]
 [ 0.25009447]
 [ 0.03137284]
 [ 1.86412297]
 [ 0.26419162]
 [ 0.03011646]
 [-1.0440768 ]
 [-0.74265142]
 [-0.46560011]
 [-0.76770411]
 [ 1.37258574]
 [ 3.07326368]
 [-3.15748933]]
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Progress: 47.2% ... Training loss: 0.137 ... Validation loss: 0.264[[-0.24100618]
 [ 0.24281246]
 [ 0.02536313]
 [ 1.84628013]
 [ 0.25859926]
 [ 0.02775129]
 [-1.05658831]
 [-0.75914114]
 [-0.47382891]
 [-0.77873362]
 [ 1.35814136]
 [ 3.05834292]
 [-3.17057018]]
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Progress: 47.3% ... Training loss: 0.136 ... Validation loss: 0.257[[-0.22543199]
 [ 0.24858344]
 [ 0.03311949]
 [ 1.86730646]
 [ 0.26463438]
 [ 0.03714113]
 [-1.021345  ]
 [-0.75048241]
 [-0.45468635]
 [-0.7633129 ]
 [ 1.36933472]
 [ 3.06653043]
 [-3.15873895]]
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Progress: 47.4% ... Training loss: 0.136 ... Validation loss: 0.260[[-0.23934663]
 [ 0.23725022]
 [ 0.02309297]
 [ 1.84887529]
 [ 0.25301788]
 [ 0.02711903]
 [-1.05678765]
 [-0.76393216]
 [-0.47839347]
 [-0.77585964]
 [ 1.35452243]
 [ 3.0492467 ]
 [-3.1668155 ]]
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Progress: 47.4% ... Training loss: 0.136 ... Validation loss: 0.259[[-0.24157487]
 [ 0.23803716]
 [ 0.02506824]
 [ 1.8474735 ]
 [ 0.25588464]
 [ 0.02650365]
 [-1.05262256]
 [-0.76066566]
 [-0.47574485]
 [-0.77250634]
 [ 1.35459296]
 [ 3.06095505]
 [-3.16093848]]
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Progress: 47.5% ... Training loss: 0.134 ... Validation loss: 0.256[[-0.24788319]
 [ 0.2375143 ]
 [ 0.02348563]
 [ 1.8581522 ]
 [ 0.25622848]
 [ 0.02451355]
 [-1.05755469]
 [-0.75367409]
 [-0.47550155]
 [-0.78154453]
 [ 1.36097959]
 [ 3.08011421]
 [-3.15885228]]
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Progress: 47.5% ... Training loss: 0.136 ... Validation loss: 0.260[[-0.25902006]
 [ 0.22922069]
 [ 0.01604686]
 [ 1.85240668]
 [ 0.24432441]
 [ 0.01486882]
 [-1.08990167]
 [-0.76681242]
 [-0.4989216 ]
 [-0.79162855]
 [ 1.3524552 ]
 [ 3.05487064]
 [-3.16983564]]
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Progress: 47.5% ... Training loss: 0.143 ... Validation loss: 0.274[[-0.24319938]
 [ 0.24040165]
 [ 0.02585138]
 [ 1.86384073]
 [ 0.25408727]
 [ 0.02745452]
 [-1.0752944 ]
 [-0.76094409]
 [-0.48424266]
 [-0.77071613]
 [ 1.35907627]
 [ 3.05396878]
 [-3.15373184]]
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Progress: 47.6% ... Training loss: 0.139 ... Validation loss: 0.268[[-0.23959382]
 [ 0.23801172]
 [ 0.02633782]
 [ 1.86729973]
 [ 0.25432416]
 [ 0.02989388]
 [-1.06791834]
 [-0.76663318]
 [-0.48191613]
 [-0.77242756]
 [ 1.35998847]
 [ 3.04891326]
 [-3.15757618]]
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Progress: 47.6% ... Training loss: 0.136 ... Validation loss: 0.262[[-0.23257986]
 [ 0.24732144]
 [ 0.03286286]
 [ 1.86480095]
 [ 0.26159388]
 [ 0.03643447]
 [-1.05625629]
 [-0.76254983]
 [-0.46806402]
 [-0.76981582]
 [ 1.36039991]
 [ 3.05575384]
 [-3.15291723]]
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Progress: 47.7% ... Training loss: 0.135 ... Validation loss: 0.258[[-0.22855999]
 [ 0.2534411 ]
 [ 0.03737645]
 [ 1.8738522 ]
 [ 0.26743284]
 [ 0.04051502]
 [-1.04671651]
 [-0.75685773]
 [-0.46229732]
 [-0.76363874]
 [ 1.36832928]
 [ 3.0750448 ]
 [-3.15076469]]
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Progress: 47.8% ... Training loss: 0.137 ... Validation loss: 0.254[[-0.23507487]
 [ 0.25021441]
 [ 0.0368213 ]
 [ 1.87203399]
 [ 0.26228972]
 [ 0.03388462]
 [-1.06411859]
 [-0.75515094]
 [-0.47498006]
 [-0.75899898]
 [ 1.37082469]
 [ 3.08387942]
 [-3.16853586]]
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Progress: 47.8% ... Training loss: 0.137 ... Validation loss: 0.262[[-0.2360072 ]
 [ 0.23859364]
 [ 0.02905044]
 [ 1.86623398]
 [ 0.2540417 ]
 [ 0.03256068]
 [-1.06655385]
 [-0.77692117]
 [-0.48331278]
 [-0.76979533]
 [ 1.36086575]
 [ 3.04898607]
 [-3.18119911]]
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Progress: 47.9% ... Training loss: 0.144 ... Validation loss: 0.262[[-0.2190476 ]
 [ 0.25869456]
 [ 0.04397537]
 [ 1.9025853 ]
 [ 0.27202008]
 [ 0.0473396 ]
 [-1.03752897]
 [-0.75204675]
 [-0.45860775]
 [-0.74708581]
 [ 1.38872658]
 [ 3.09576272]
 [-3.16006731]]
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Progress: 47.9% ... Training loss: 0.144 ... Validation loss: 0.263[[-0.23230076]
 [ 0.25069299]
 [ 0.0370267 ]
 [ 1.88752461]
 [ 0.2649275 ]
 [ 0.03785398]
 [-1.05948324]
 [-0.76311921]
 [-0.47171466]
 [-0.76951272]
 [ 1.37715841]
 [ 3.09493801]
 [-3.17642922]]
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Progress: 48.0% ... Training loss: 0.135 ... Validation loss: 0.252[[-0.2251879 ]
 [ 0.25624409]
 [ 0.04101206]
 [ 1.88654322]
 [ 0.26861769]
 [ 0.04406435]
 [-1.04403838]
 [-0.75602674]
 [-0.45776854]
 [-0.76866193]
 [ 1.37592616]
 [ 3.11731413]
 [-3.18647326]]
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Progress: 48.0% ... Training loss: 0.138 ... Validation loss: 0.260[[-0.22410591]
 [ 0.25029574]
 [ 0.03698817]
 [ 1.88014398]
 [ 0.26474511]
 [ 0.0421785 ]
 [-1.04732645]
 [-0.76824663]
 [-0.46460165]
 [-0.76668786]
 [ 1.36873303]
 [ 3.10586238]
 [-3.19048257]]
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Progress: 48.0% ... Training loss: 0.132 ... Validation loss: 0.253[[-0.22616492]
 [ 0.24731982]
 [ 0.03490544]
 [ 1.88617628]
 [ 0.26150649]
 [ 0.03958392]
 [-1.03668045]
 [-0.76926686]
 [-0.45778606]
 [-0.78165761]
 [ 1.36786207]
 [ 3.10411829]
 [-3.18924493]]
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Progress: 48.1% ... Training loss: 0.132 ... Validation loss: 0.248[[-0.2307471 ]
 [ 0.23982489]
 [ 0.03162403]
 [ 1.87290115]
 [ 0.25313965]
 [ 0.03538282]
 [-1.05215166]
 [-0.77594037]
 [-0.47703159]
 [-0.77942724]
 [ 1.35881983]
 [ 3.08320175]
 [-3.20364418]]
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Progress: 48.1% ... Training loss: 0.144 ... Validation loss: 0.254[[-0.21402838]
 [ 0.25489507]
 [ 0.04449106]
 [ 1.90499816]
 [ 0.2706062 ]
 [ 0.04946005]
 [-1.02373235]
 [-0.75018642]
 [-0.45041804]
 [-0.75839796]
 [ 1.38113153]
 [ 3.1199427 ]
 [-3.17620657]]
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Progress: 48.2% ... Training loss: 0.139 ... Validation loss: 0.267[[-0.22095637]
 [ 0.24833129]
 [ 0.0401442 ]
 [ 1.89129076]
 [ 0.26281099]
 [ 0.04294294]
 [-1.03237425]
 [-0.766759  ]
 [-0.46171049]
 [-0.77184017]
 [ 1.37096858]
 [ 3.10356389]
 [-3.20245133]]
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Progress: 48.2% ... Training loss: 0.133 ... Validation loss: 0.250[[-0.20925029]
 [ 0.2584738 ]
 [ 0.04897515]
 [ 1.91128117]
 [ 0.27285173]
 [ 0.05201085]
 [-1.0080323 ]
 [-0.74987611]
 [-0.44795116]
 [-0.75148774]
 [ 1.38513739]
 [ 3.118914  ]
 [-3.19113552]]
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Progress: 48.3% ... Training loss: 0.138 ... Validation loss: 0.262[[-0.22192737]
 [ 0.24739176]
 [ 0.04079419]
 [ 1.90094541]
 [ 0.26297091]
 [ 0.04216847]
 [-1.03091226]
 [-0.7596119 ]
 [-0.46469962]
 [-0.77007859]
 [ 1.37609197]
 [ 3.10963622]
 [-3.20605409]]
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Progress: 48.4% ... Training loss: 0.133 ... Validation loss: 0.252[[-0.22622724]
 [ 0.24844113]
 [ 0.04038909]
 [ 1.8992484 ]
 [ 0.26243153]
 [ 0.04062471]
 [-1.04861612]
 [-0.76171903]
 [-0.46236371]
 [-0.78148802]
 [ 1.37446499]
 [ 3.11276923]
 [-3.20680853]]
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Progress: 48.4% ... Training loss: 0.132 ... Validation loss: 0.249[[-0.22311828]
 [ 0.2523649 ]
 [ 0.04232326]
 [ 1.916111  ]
 [ 0.26492395]
 [ 0.04266211]
 [-1.03341047]
 [-0.75981931]
 [-0.44991609]
 [-0.78149434]
 [ 1.38385005]
 [ 3.12196989]
 [-3.19776733]]
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Progress: 48.5% ... Training loss: 0.141 ... Validation loss: 0.248[[-0.23607901]
 [ 0.23570807]
 [ 0.03039422]
 [ 1.89178872]
 [ 0.2493606 ]
 [ 0.03121442]
 [-1.05812558]
 [-0.78424373]
 [-0.47240654]
 [-0.79831282]
 [ 1.36155295]
 [ 3.09446415]
 [-3.21871631]]
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Progress: 48.5% ... Training loss: 0.138 ... Validation loss: 0.249[[-0.21775891]
 [ 0.24680928]
 [ 0.04138196]
 [ 1.90582669]
 [ 0.25927038]
 [ 0.0456515 ]
 [-1.03773238]
 [-0.76733972]
 [-0.45970473]
 [-0.76389826]
 [ 1.37060878]
 [ 3.0984036 ]
 [-3.21386832]]
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Progress: 48.5% ... Training loss: 0.135 ... Validation loss: 0.247[[-0.21832174]
 [ 0.25317106]
 [ 0.04546465]
 [ 1.91279062]
 [ 0.26428706]
 [ 0.04588942]
 [-1.03444944]
 [-0.75712199]
 [-0.44950782]
 [-0.76458062]
 [ 1.37727742]
 [ 3.11646486]
 [-3.20072877]]
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Progress: 48.6% ... Training loss: 0.133 ... Validation loss: 0.247[[-0.2238446 ]
 [ 0.24944858]
 [ 0.04195162]
 [ 1.90996799]
 [ 0.26184002]
 [ 0.04100227]
 [-1.0464667 ]
 [-0.76151353]
 [-0.45749424]
 [-0.77601483]
 [ 1.37453273]
 [ 3.11088921]
 [-3.20736272]]
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Progress: 48.6% ... Training loss: 0.130 ... Validation loss: 0.244[[-0.22438808]
 [ 0.24596038]
 [ 0.04233692]
 [ 1.91261017]
 [ 0.25862929]
 [ 0.04071964]
 [-1.04546133]
 [-0.74948772]
 [-0.45795357]
 [-0.77319161]
 [ 1.37332378]
 [ 3.10470423]
 [-3.20689649]]
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Progress: 48.7% ... Training loss: 0.133 ... Validation loss: 0.253[[-0.22856335]
 [ 0.23966436]
 [ 0.03768371]
 [ 1.9002032 ]
 [ 0.25431682]
 [ 0.03886958]
 [-1.04869338]
 [-0.75909378]
 [-0.46440558]
 [-0.77935176]
 [ 1.36338364]
 [ 3.0924922 ]
 [-3.2233217 ]]
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Progress: 48.8% ... Training loss: 0.133 ... Validation loss: 0.251[[-0.20950401]
 [ 0.26012597]
 [ 0.05292746]
 [ 1.92677483]
 [ 0.27269973]
 [ 0.05633753]
 [-1.0159797 ]
 [-0.73891898]
 [-0.43014641]
 [-0.75211843]
 [ 1.38418258]
 [ 3.11894075]
 [-3.20458108]]
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Progress: 48.8% ... Training loss: 0.144 ... Validation loss: 0.259[[-0.22540346]
 [ 0.24648758]
 [ 0.04084936]
 [ 1.89581696]
 [ 0.25758757]
 [ 0.04424649]
 [-1.04686205]
 [-0.75569036]
 [-0.45687337]
 [-0.77050552]
 [ 1.36139924]
 [ 3.09105085]
 [-3.22293617]]
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Progress: 48.9% ... Training loss: 0.134 ... Validation loss: 0.254[[-0.22124816]
 [ 0.25415584]
 [ 0.04644302]
 [ 1.91160674]
 [ 0.26512151]
 [ 0.04862407]
 [-1.03865851]
 [-0.75520569]
 [-0.44284297]
 [-0.77101339]
 [ 1.3710344 ]
 [ 3.1047455 ]
 [-3.21089009]]
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Progress: 48.9% ... Training loss: 0.131 ... Validation loss: 0.249[[-0.23085997]
 [ 0.24268586]
 [ 0.0384139 ]
 [ 1.89811661]
 [ 0.25235995]
 [ 0.03993399]
 [-1.07055598]
 [-0.77309349]
 [-0.46990302]
 [-0.77807458]
 [ 1.35947703]
 [ 3.07437658]
 [-3.22631375]]
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Progress: 49.0% ... Training loss: 0.148 ... Validation loss: 0.257[[-0.21275063]
 [ 0.26612975]
 [ 0.05703386]
 [ 1.94838143]
 [ 0.27548294]
 [ 0.0594518 ]
 [-1.03182533]
 [-0.73381142]
 [-0.43478185]
 [-0.75325198]
 [ 1.39633594]
 [ 3.12455304]
 [-3.19398956]]
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Progress: 49.0% ... Training loss: 0.155 ... Validation loss: 0.273[[-0.22282823]
 [ 0.25192754]
 [ 0.04642842]
 [ 1.91384683]
 [ 0.26185442]
 [ 0.04982097]
 [-1.06482635]
 [-0.75867098]
 [-0.4603628 ]
 [-0.77493219]
 [ 1.37015988]
 [ 3.09412854]
 [-3.22736175]]
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Progress: 49.0% ... Training loss: 0.134 ... Validation loss: 0.249[[-0.21177192]
 [ 0.26623652]
 [ 0.05820725]
 [ 1.94264201]
 [ 0.27454807]
 [ 0.05969481]
 [-1.03356877]
 [-0.73990864]
 [-0.43474005]
 [-0.76451851]
 [ 1.38975106]
 [ 3.12133478]
 [-3.21731566]]
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Progress: 49.1% ... Training loss: 0.140 ... Validation loss: 0.258[[-0.22495626]
 [ 0.25153016]
 [ 0.04827036]
 [ 1.92046339]
 [ 0.25958745]
 [ 0.04857404]
 [-1.07452444]
 [-0.76375555]
 [-0.47136439]
 [-0.77949391]
 [ 1.36989374]
 [ 3.08974823]
 [-3.23883644]]
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Progress: 49.1% ... Training loss: 0.141 ... Validation loss: 0.254[[-0.22785438]
 [ 0.2540007 ]
 [ 0.05082417]
 [ 1.93096441]
 [ 0.26302728]
 [ 0.04884629]
 [-1.07572469]
 [-0.7482639 ]
 [-0.47170792]
 [-0.77035699]
 [ 1.37889033]
 [ 3.11197489]
 [-3.22442405]]
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Progress: 49.2% ... Training loss: 0.133 ... Validation loss: 0.256[[-0.22235066]
 [ 0.256085  ]
 [ 0.05273302]
 [ 1.93232536]
 [ 0.26304818]
 [ 0.05441075]
 [-1.0655613 ]
 [-0.75653423]
 [-0.46490477]
 [-0.7717283 ]
 [ 1.37717515]
 [ 3.10135121]
 [-3.23464695]]
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Progress: 49.2% ... Training loss: 0.131 ... Validation loss: 0.246[[-0.21795435]
 [ 0.26374446]
 [ 0.05746938]
 [ 1.93938628]
 [ 0.26946982]
 [ 0.0597326 ]
 [-1.05836106]
 [-0.75291626]
 [-0.45371495]
 [-0.77186849]
 [ 1.37889635]
 [ 3.09817782]
 [-3.2298108 ]]
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Progress: 49.3% ... Training loss: 0.129 ... Validation loss: 0.242[[-0.22486975]
 [ 0.25191829]
 [ 0.05183462]
 [ 1.93018534]
 [ 0.25998015]
 [ 0.05258655]
 [-1.08045324]
 [-0.76346629]
 [-0.47443886]
 [-0.77535271]
 [ 1.37059042]
 [ 3.08370154]
 [-3.23704811]]
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Progress: 49.4% ... Training loss: 0.136 ... Validation loss: 0.251[[-0.21929617]
 [ 0.25553791]
 [ 0.05233815]
 [ 1.9279036 ]
 [ 0.26084668]
 [ 0.05400125]
 [-1.06077761]
 [-0.76041685]
 [-0.46046662]
 [-0.77741731]
 [ 1.369508  ]
 [ 3.09197216]
 [-3.23795683]]
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Progress: 49.4% ... Training loss: 0.130 ... Validation loss: 0.245[[-0.21078666]
 [ 0.26375316]
 [ 0.06031266]
 [ 1.94053848]
 [ 0.26810868]
 [ 0.06110293]
 [-1.04352981]
 [-0.74796848]
 [-0.44983464]
 [-0.7611825 ]
 [ 1.37877739]
 [ 3.11158762]
 [-3.23321363]]
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Progress: 49.5% ... Training loss: 0.130 ... Validation loss: 0.253[[-0.22119174]
 [ 0.25029049]
 [ 0.05154588]
 [ 1.92286556]
 [ 0.25703345]
 [ 0.05175215]
 [-1.06472926]
 [-0.75738299]
 [-0.46831665]
 [-0.77428162]
 [ 1.36350499]
 [ 3.0895626 ]
 [-3.24177735]]
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Progress: 49.5% ... Training loss: 0.132 ... Validation loss: 0.249[[-0.21438979]
 [ 0.25711201]
 [ 0.05746124]
 [ 1.94147757]
 [ 0.2656327 ]
 [ 0.0572562 ]
 [-1.04352677]
 [-0.75178573]
 [-0.45197117]
 [-0.77139898]
 [ 1.37667592]
 [ 3.10579487]
 [-3.23291135]]
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Progress: 49.5% ... Training loss: 0.129 ... Validation loss: 0.246[[-0.22545351]
 [ 0.24780627]
 [ 0.04982626]
 [ 1.93899842]
 [ 0.25812328]
 [ 0.04893168]
 [-1.06021877]
 [-0.76468963]
 [-0.46560956]
 [-0.786391  ]
 [ 1.37230744]
 [ 3.09765691]
 [-3.24469136]]
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Progress: 49.6% ... Training loss: 0.128 ... Validation loss: 0.241[[-0.22299565]
 [ 0.25517764]
 [ 0.05342098]
 [ 1.93563061]
 [ 0.26368653]
 [ 0.04947322]
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Progress: 49.6% ... Training loss: 0.127 ... Validation loss: 0.241[[-0.22095423]
 [ 0.25749933]
 [ 0.05502107]
 [ 1.93304377]
 [ 0.26384792]
 [ 0.05076151]
 [-1.05281047]
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 [ 1.37233965]
 [ 3.12194982]
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Progress: 49.7% ... Training loss: 0.127 ... Validation loss: 0.244[[-0.21409061]
 [ 0.26428832]
 [ 0.05777124]
 [ 1.94593893]
 [ 0.2687406 ]
 [ 0.0564932 ]
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Progress: 49.8% ... Training loss: 0.128 ... Validation loss: 0.241[[-0.22614465]
 [ 0.24910235]
 [ 0.04935723]
 [ 1.92165446]
 [ 0.2555582 ]
 [ 0.04659299]
 [-1.06601411]
 [-0.77239597]
 [-0.4805768 ]
 [-0.78470213]
 [ 1.36302425]
 [ 3.08994685]
 [-3.2792639 ]]
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Progress: 49.8% ... Training loss: 0.152 ... Validation loss: 0.250[[-0.21410806]
 [ 0.26423468]
 [ 0.0611212 ]
 [ 1.95941463]
 [ 0.27234932]
 [ 0.06049588]
 [-1.03451871]
 [-0.74714177]
 [-0.45277404]
 [-0.76360236]
 [ 1.39003398]
 [ 3.13432694]
 [-3.24521583]]
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Progress: 49.9% ... Training loss: 0.134 ... Validation loss: 0.258[[-0.22692358]
 [ 0.25254463]
 [ 0.05385172]
 [ 1.94267897]
 [ 0.26118284]
 [ 0.04872564]
 [-1.06798162]
 [-0.76189585]
 [-0.46982258]
 [-0.78166062]
 [ 1.37480203]
 [ 3.1295684 ]
 [-3.25967257]]
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Progress: 49.9% ... Training loss: 0.129 ... Validation loss: 0.246[[-0.23035657]
 [ 0.23657146]
 [ 0.04737996]
 [ 1.9338112 ]
 [ 0.24952726]
 [ 0.0440054 ]
 [-1.07234927]
 [-0.77504592]
 [-0.49092254]
 [-0.7808458 ]
 [ 1.3629564 ]
 [ 3.08967009]
 [-3.26749831]]
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Progress: 50.0% ... Training loss: 0.146 ... Validation loss: 0.247[[-0.21897439]
 [ 0.25435641]
 [ 0.05910278]
 [ 1.9744765 ]
 [ 0.26481408]
 [ 0.0542381 ]
 [-1.03586962]
 [-0.74975483]
 [-0.45376221]
 [-0.77082347]
 [ 1.39113066]
 [ 3.12360951]
 [-3.24060659]]
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   -2.20526231e-01  -4.83624397e-01  -2.07257904e-01  -3.71004705e-01
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Progress: 50.0% ... Training loss: 0.141 ... Validation loss: 0.262[[-0.23702312]
 [ 0.23213028]
 [ 0.04110838]
 [ 1.94015598]
 [ 0.24292161]
 [ 0.03541139]
 [-1.07944259]
 [-0.77743887]
 [-0.49642169]
 [-0.790023  ]
 [ 1.36394922]
 [ 3.09345581]
 [-3.27649426]]
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Progress: 50.0% ... Training loss: 0.143 ... Validation loss: 0.249[[-0.22458274]
 [ 0.2472383 ]
 [ 0.05438523]
 [ 1.96080273]
 [ 0.26136305]
 [ 0.04587698]
 [-1.05486523]
 [-0.75092327]
 [-0.47163133]
 [-0.77090948]
 [ 1.38217004]
 [ 3.13634889]
 [-3.25757325]]
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Progress: 50.1% ... Training loss: 0.134 ... Validation loss: 0.264[[-0.23423851]
 [ 0.23793388]
 [ 0.04500464]
 [ 1.95231991]
 [ 0.25078399]
 [ 0.03776253]
 [-1.07358463]
 [-0.76726941]
 [-0.48488713]
 [-0.79080225]
 [ 1.36962837]
 [ 3.11267956]
 [-3.26769461]]
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Progress: 50.1% ... Training loss: 0.128 ... Validation loss: 0.247[[-0.22642817]
 [ 0.24064736]
 [ 0.05018134]
 [ 1.96364076]
 [ 0.25539697]
 [ 0.04316762]
 [-1.06102175]
 [-0.76346645]
 [-0.48043106]
 [-0.77427394]
 [ 1.37643998]
 [ 3.11170955]
 [-3.27478747]]
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Progress: 50.2% ... Training loss: 0.128 ... Validation loss: 0.247[[-0.21810286]
 [ 0.24977366]
 [ 0.05745241]
 [ 1.97694231]
 [ 0.26343362]
 [ 0.0515264 ]
 [-1.04396082]
 [-0.7599606 ]
 [-0.4664186 ]
 [-0.76785891]
 [ 1.38629447]
 [ 3.12201015]
 [-3.26683172]]
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Progress: 50.2% ... Training loss: 0.127 ... Validation loss: 0.249[[-0.21407074]
 [ 0.25335518]
 [ 0.05940023]
 [ 1.9791565 ]
 [ 0.26805781]
 [ 0.05616173]
 [-1.03897833]
 [-0.76597037]
 [-0.4554593 ]
 [-0.77211631]
 [ 1.39113429]
 [ 3.14371313]
 [-3.27286276]]
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Progress: 50.3% ... Training loss: 0.134 ... Validation loss: 0.253[[-0.2156812 ]
 [ 0.2458912 ]
 [ 0.05640523]
 [ 1.97051329]
 [ 0.26317334]
 [ 0.05439664]
 [-1.04991163]
 [-0.76764952]
 [-0.46889757]
 [-0.76881745]
 [ 1.38181092]
 [ 3.12555396]
 [-3.28859644]]
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Progress: 50.4% ... Training loss: 0.130 ... Validation loss: 0.254[[-0.22539508]
 [ 0.24158452]
 [ 0.0497092 ]
 [ 1.97102302]
 [ 0.25680193]
 [ 0.04687295]
 [-1.05848108]
 [-0.78250164]
 [-0.47602671]
 [-0.78905831]
 [ 1.3796889 ]
 [ 3.11586849]
 [-3.28556229]]
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Progress: 50.4% ... Training loss: 0.126 ... Validation loss: 0.239[[-0.21915265]
 [ 0.24610828]
 [ 0.05364665]
 [ 1.98694013]
 [ 0.26167719]
 [ 0.05332539]
 [-1.03785458]
 [-0.77446801]
 [-0.46051203]
 [-0.78746539]
 [ 1.38949202]
 [ 3.13563574]
 [-3.26772792]]
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Progress: 50.5% ... Training loss: 0.136 ... Validation loss: 0.256[[-0.23117333]
 [ 0.2268135 ]
 [ 0.04033644]
 [ 1.96624191]
 [ 0.24389506]
 [ 0.03921474]
 [-1.07603005]
 [-0.79568505]
 [-0.49300872]
 [-0.79233327]
 [ 1.3693573 ]
 [ 3.10017937]
 [-3.29118563]]
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Progress: 50.5% ... Training loss: 0.136 ... Validation loss: 0.243[[-0.22342365]
 [ 0.24072901]
 [ 0.04916421]
 [ 1.99796792]
 [ 0.25862524]
 [ 0.04886369]
 [-1.0553275 ]
 [-0.77091975]
 [-0.46812283]
 [-0.78765101]
 [ 1.38705485]
 [ 3.12535238]
 [-3.2642544 ]]
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   -2.21987730e-01  -4.85393309e-01  -2.00008752e-01  -3.72683782e-01
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Progress: 50.5% ... Training loss: 0.134 ... Validation loss: 0.263[[-0.22755617]
 [ 0.23430992]
 [ 0.04449328]
 [ 1.99436993]
 [ 0.25260061]
 [ 0.04549088]
 [-1.07130162]
 [-0.78197356]
 [-0.48178774]
 [-0.7955686 ]
 [ 1.38235095]
 [ 3.11100718]
 [-3.28175495]]
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Progress: 50.6% ... Training loss: 0.127 ... Validation loss: 0.246[[-0.22036455]
 [ 0.24353475]
 [ 0.05078727]
 [ 1.9974212 ]
 [ 0.26141525]
 [ 0.05280954]
 [-1.06273454]
 [-0.77891305]
 [-0.46993584]
 [-0.78969038]
 [ 1.38574011]
 [ 3.12302377]
 [-3.27684722]]
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   -2.21877376e-01  -4.86439202e-01  -2.00159007e-01  -3.70634241e-01
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Progress: 50.6% ... Training loss: 0.126 ... Validation loss: 0.247[[-0.21777845]
 [ 0.24786249]
 [ 0.05461539]
 [ 2.00450833]
 [ 0.26591662]
 [ 0.05731829]
 [-1.06030595]
 [-0.77019899]
 [-0.47030883]
 [-0.78089337]
 [ 1.39129552]
 [ 3.12611024]
 [-3.28480446]]
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   -2.21728858e-01  -4.87615517e-01  -1.98332444e-01  -3.70412257e-01
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Progress: 50.7% ... Training loss: 0.125 ... Validation loss: 0.261[[-0.21499989]
 [ 0.25265182]
 [ 0.0595887 ]
 [ 2.01328543]
 [ 0.27085957]
 [ 0.06012747]
 [-1.05625195]
 [-0.77366726]
 [-0.46000929]
 [-0.78529504]
 [ 1.39730724]
 [ 3.13953957]
 [-3.2893153 ]]
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Progress: 50.8% ... Training loss: 0.129 ... Validation loss: 0.260[[-0.23492738]
 [ 0.23844741]
 [ 0.0477604 ]
 [ 1.99738055]
 [ 0.25533823]
 [ 0.04531852]
 [-1.10379545]
 [-0.77919996]
 [-0.49466963]
 [-0.800279  ]
 [ 1.38184877]
 [ 3.11256273]
 [-3.29551645]]
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Progress: 50.8% ... Training loss: 0.130 ... Validation loss: 0.244[[-0.23409516]
 [ 0.23697593]
 [ 0.04999527]
 [ 2.00299686]
 [ 0.25440901]
 [ 0.04542231]
 [-1.09396354]
 [-0.77627271]
 [-0.48785042]
 [-0.7993206 ]
 [ 1.38326951]
 [ 3.11381138]
 [-3.29661731]]
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   -2.20819697e-01  -4.86005985e-01  -2.00618266e-01  -3.79562438e-01
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Progress: 50.9% ... Training loss: 0.126 ... Validation loss: 0.242[[-0.23439966]
 [ 0.23665355]
 [ 0.0488661 ]
 [ 2.00193085]
 [ 0.2540166 ]
 [ 0.04599028]
 [-1.0974882 ]
 [-0.78048888]
 [-0.49148528]
 [-0.80219476]
 [ 1.37872816]
 [ 3.10271726]
 [-3.29967652]]
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Progress: 50.9% ... Training loss: 0.132 ... Validation loss: 0.241[[-0.22033545]
 [ 0.25175384]
 [ 0.06181879]
 [ 2.02414128]
 [ 0.26877444]
 [ 0.0596398 ]
 [-1.0754622 ]
 [-0.75784549]
 [-0.47031858]
 [-0.78081712]
 [ 1.39685619]
 [ 3.12920002]
 [-3.27848501]]
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Progress: 51.0% ... Training loss: 0.126 ... Validation loss: 0.259[[-0.2223314 ]
 [ 0.24820762]
 [ 0.05840373]
 [ 2.0288579 ]
 [ 0.26634319]
 [ 0.05819157]
 [-1.07961063]
 [-0.75901338]
 [-0.47888248]
 [-0.77688086]
 [ 1.39739002]
 [ 3.12458724]
 [-3.29003083]]
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Progress: 51.0% ... Training loss: 0.124 ... Validation loss: 0.262[[-0.22363136]
 [ 0.24867111]
 [ 0.0605891 ]
 [ 2.02500571]
 [ 0.2666755 ]
 [ 0.05772978]
 [-1.08844195]
 [-0.76156577]
 [-0.47876038]
 [-0.7791786 ]
 [ 1.39624941]
 [ 3.13132099]
 [-3.28991875]]
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Progress: 51.0% ... Training loss: 0.124 ... Validation loss: 0.260[[-0.22635558]
 [ 0.24415857]
 [ 0.05436145]
 [ 2.02783703]
 [ 0.2614741 ]
 [ 0.05245373]
 [-1.09666618]
 [-0.77595545]
 [-0.48446138]
 [-0.79177444]
 [ 1.39330226]
 [ 3.11163348]
 [-3.2990492 ]]
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   -2.22926216e-01  -4.85705195e-01  -1.94051420e-01  -3.67138433e-01
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    1.59504441e-01  -4.04082086e-01  -1.11360571e+00  -5.15135230e-01
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Progress: 51.1% ... Training loss: 0.125 ... Validation loss: 0.240[[-0.22211667]
 [ 0.25208219]
 [ 0.06076136]
 [ 2.03480377]
 [ 0.26791466]
 [ 0.05693546]
 [-1.08894568]
 [-0.76573522]
 [-0.4752658 ]
 [-0.78359104]
 [ 1.39912896]
 [ 3.13042515]
 [-3.29129739]]
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Progress: 51.1% ... Training loss: 0.123 ... Validation loss: 0.248[[-0.22910627]
 [ 0.24507727]
 [ 0.05549779]
 [ 2.02402497]
 [ 0.25984166]
 [ 0.04980831]
 [-1.1046489 ]
 [-0.7693054 ]
 [-0.49137902]
 [-0.79220137]
 [ 1.38849817]
 [ 3.11523872]
 [-3.30164058]]
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   -2.23770028e-01  -4.86648932e-01  -1.89600475e-01  -3.57928929e-01
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Progress: 51.2% ... Training loss: 0.125 ... Validation loss: 0.240[[-0.22503754]
 [ 0.25299816]
 [ 0.06213409]
 [ 2.03320284]
 [ 0.26631117]
 [ 0.05429591]
 [-1.1019288 ]
 [-0.75842129]
 [-0.4836435 ]
 [-0.78130572]
 [ 1.39712786]
 [ 3.13313862]
 [-3.2916367 ]]
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   -2.23939630e-01  -4.86008810e-01  -1.89873857e-01  -3.58515151e-01
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Progress: 51.2% ... Training loss: 0.126 ... Validation loss: 0.251[[-0.21536385]
 [ 0.26383089]
 [ 0.06702103]
 [ 2.0508696 ]
 [ 0.27442131]
 [ 0.06117789]
 [-1.07476303]
 [-0.75791792]
 [-0.46406365]
 [-0.78458051]
 [ 1.40898486]
 [ 3.14610741]
 [-3.29166647]]
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   -8.57765775e-02  -1.54043851e-01  -1.60933298e-01   5.61859997e-02
   -2.24320924e-01  -4.84873176e-01  -1.88524911e-01  -3.57647597e-01
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Progress: 51.3% ... Training loss: 0.132 ... Validation loss: 0.259[[-0.22184407]
 [ 0.25758326]
 [ 0.06123983]
 [ 2.03207645]
 [ 0.26456187]
 [ 0.05630496]
 [-1.09714906]
 [-0.78277799]
 [-0.47994389]
 [-0.80465406]
 [ 1.38839483]
 [ 3.09735103]
 [-3.31820642]]
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   -2.22892217e-01  -4.83365696e-01  -1.94413849e-01  -3.70271094e-01
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    1.55997440e-01  -4.09831620e-01  -1.11394471e+00  -4.97555834e-01
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Progress: 51.4% ... Training loss: 0.134 ... Validation loss: 0.233[[-0.20687161]
 [ 0.27708685]
 [ 0.07824387]
 [ 2.05323536]
 [ 0.28413766]
 [ 0.07181295]
 [-1.07039356]
 [-0.7473782 ]
 [-0.45061978]
 [-0.77869739]
 [ 1.40862076]
 [ 3.15135414]
 [-3.29275991]]
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   -8.61019573e-02  -1.54027428e-01  -1.60989539e-01   5.86676570e-02
   -2.23953736e-01  -4.84285395e-01  -1.91752452e-01  -3.62702009e-01
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    1.52522492e-01  -4.14195720e-01  -1.11023214e+00  -4.67200896e-01
   -2.03459845e+00]]
Progress: 51.4% ... Training loss: 0.143 ... Validation loss: 0.269[[-0.22882612]
 [ 0.24715274]
 [ 0.0549067 ]
 [ 2.00708339]
 [ 0.25304551]
 [ 0.04890011]
 [-1.11825728]
 [-0.78513183]
 [-0.49770742]
 [-0.80651877]
 [ 1.36759619]
 [ 3.07569554]
 [-3.3386177 ]]
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Progress: 51.5% ... Training loss: 0.172 ... Validation loss: 0.255[[-0.21488695]
 [ 0.26345541]
 [ 0.07105696]
 [ 2.03412111]
 [ 0.27005381]
 [ 0.06253667]
 [-1.08094132]
 [-0.75940248]
 [-0.46930464]
 [-0.78545389]
 [ 1.39023035]
 [ 3.11227071]
 [-3.28729406]]
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   -2.24708278e-01  -4.86661168e-01  -1.89204628e-01  -3.58780167e-01
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    1.52923393e-01  -4.13401288e-01  -1.11190154e+00  -4.63257906e-01
   -2.03617880e+00]]
Progress: 51.5% ... Training loss: 0.125 ... Validation loss: 0.252[[-0.20816603]
 [ 0.26460604]
 [ 0.07196026]
 [ 2.04726902]
 [ 0.27470266]
 [ 0.06868635]
 [-1.06648119]
 [-0.76252985]
 [-0.46377915]
 [-0.78350704]
 [ 1.39580937]
 [ 3.10729584]
 [-3.29440613]]
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   -5.45942350e-02  -2.47824004e-01   1.16145739e-01  -4.38130250e-01
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   -8.47649612e-02  -1.53862437e-01  -1.67241546e-01   5.58393289e-02
   -2.26613029e-01  -4.87245982e-01  -1.82278111e-01  -3.45214700e-01
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    1.56520482e-01  -4.12491155e-01  -1.11732016e+00  -4.86046200e-01
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Progress: 51.5% ... Training loss: 0.124 ... Validation loss: 0.253[[-0.21434611]
 [ 0.26333897]
 [ 0.06858057]
 [ 2.0341556 ]
 [ 0.27315458]
 [ 0.06499604]
 [-1.08780807]
 [-0.76724516]
 [-0.47070666]
 [-0.79301484]
 [ 1.38924193]
 [ 3.10588455]
 [-3.30789731]]
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   -8.50019458e-02  -1.53948056e-01  -1.64066908e-01   5.72920384e-02
   -2.25646303e-01  -4.85942944e-01  -1.83873449e-01  -3.48966045e-01
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    1.56776921e-01  -4.12601807e-01  -1.11775365e+00  -4.86519963e-01
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Progress: 51.6% ... Training loss: 0.123 ... Validation loss: 0.242[[-0.20800841]
 [ 0.27037646]
 [ 0.07309376]
 [ 2.04683396]
 [ 0.27866316]
 [ 0.07087982]
 [-1.08194455]
 [-0.75898375]
 [-0.46460113]
 [-0.78390578]
 [ 1.39603778]
 [ 3.12039426]
 [-3.30445938]]
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   -2.25856282e-01  -4.85806629e-01  -1.82930502e-01  -3.45443452e-01
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    1.57013119e-01  -4.14438409e-01  -1.11971042e+00  -4.90546889e-01
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Progress: 51.6% ... Training loss: 0.122 ... Validation loss: 0.247[[-0.21944211]
 [ 0.25681674]
 [ 0.06405293]
 [ 2.03227633]
 [ 0.26646086]
 [ 0.05969454]
 [-1.0985408 ]
 [-0.77437852]
 [-0.48194709]
 [-0.79843675]
 [ 1.38153654]
 [ 3.09400201]
 [-3.32294679]]
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   -8.52178142e-02  -1.54048950e-01  -1.61850446e-01   5.85285955e-02
   -2.24956171e-01  -4.84607873e-01  -1.86067636e-01  -3.55255826e-01
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    1.57039235e-01  -4.13643099e-01  -1.11992576e+00  -4.89577544e-01
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Progress: 51.7% ... Training loss: 0.130 ... Validation loss: 0.240[[-0.20978417]
 [ 0.26666654]
 [ 0.07300986]
 [ 2.05840953]
 [ 0.27678883]
 [ 0.06688215]
 [-1.07788117]
 [-0.75840665]
 [-0.46244824]
 [-0.78159138]
 [ 1.40084993]
 [ 3.11954583]
 [-3.30235665]]
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   -8.50162137e-02  -1.54014920e-01  -1.62913222e-01   5.80310137e-02
   -2.25530448e-01  -4.84731443e-01  -1.84626694e-01  -3.53239547e-01
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    1.57666789e-01  -4.15110580e-01  -1.12167971e+00  -4.92585113e-01
   -2.04095146e+00]]
Progress: 51.8% ... Training loss: 0.127 ... Validation loss: 0.248[[-0.21919403]
 [ 0.2560931 ]
 [ 0.06523168]
 [ 2.0466458 ]
 [ 0.26613903]
 [ 0.05790553]
 [-1.08922423]
 [-0.77477615]
 [-0.47888116]
 [-0.79957988]
 [ 1.38872781]
 [ 3.09883552]
 [-3.31386817]]
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   -2.23973054e-01  -4.82407174e-01  -1.88843556e-01  -3.59457858e-01
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    1.56718492e-01  -4.16143628e-01  -1.12164852e+00  -4.92742703e-01
   -2.04155212e+00]]
Progress: 51.8% ... Training loss: 0.124 ... Validation loss: 0.230[[-0.21386845]
 [ 0.26515691]
 [ 0.07302218]
 [ 2.0550797 ]
 [ 0.27317216]
 [ 0.06414798]
 [-1.08400056]
 [-0.75577299]
 [-0.47151867]
 [-0.77827179]
 [ 1.39715224]
 [ 3.12560073]
 [-3.31631134]]
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   -2.21920160e-01  -4.80974140e-01  -1.94462305e-01  -3.72484707e-01
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    1.53856133e-01  -4.19581558e-01  -1.11827371e+00  -4.75655014e-01
   -2.04781393e+00]]
Progress: 51.9% ... Training loss: 0.123 ... Validation loss: 0.248[[-0.22044284]
 [ 0.24997323]
 [ 0.0609171 ]
 [ 2.03931089]
 [ 0.26037658]
 [ 0.05550253]
 [-1.08708687]
 [-0.78206471]
 [-0.48502948]
 [-0.7964709 ]
 [ 1.38067437]
 [ 3.09454536]
 [-3.34459801]]
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    1.53941809e-01  -4.21039589e-01  -1.11796509e+00  -4.72904154e-01
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Progress: 51.9% ... Training loss: 0.143 ... Validation loss: 0.237[[-0.21987714]
 [ 0.2562061 ]
 [ 0.06613753]
 [ 2.06079482]
 [ 0.26637218]
 [ 0.05906022]
 [-1.07866277]
 [-0.76314921]
 [-0.46969733]
 [-0.79288388]
 [ 1.39393409]
 [ 3.1126356 ]
 [-3.32220911]]
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    1.55092174e-01  -4.21331770e-01  -1.12209381e+00  -4.81457252e-01
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Progress: 52.0% ... Training loss: 0.123 ... Validation loss: 0.240[[-0.22145233]
 [ 0.25860988]
 [ 0.0668709 ]
 [ 2.0561232 ]
 [ 0.26667377]
 [ 0.0576333 ]
 [-1.08893108]
 [-0.76519434]
 [-0.47447526]
 [-0.79611785]
 [ 1.39207011]
 [ 3.12126579]
 [-3.33421846]]
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   -2.72796112e-01  -2.59459390e-01   1.64157786e-01  -5.23662563e-01
    1.53134524e-01  -4.24977572e-01  -1.12046415e+00  -4.66995788e-01
   -2.05580050e+00]]
Progress: 52.0% ... Training loss: 0.120 ... Validation loss: 0.242[[-0.2107866 ]
 [ 0.267504  ]
 [ 0.07403939]
 [ 2.06637662]
 [ 0.27328198]
 [ 0.06645806]
 [-1.07285563]
 [-0.7581044 ]
 [-0.46095022]
 [-0.77797818]
 [ 1.40149001]
 [ 3.13648771]
 [-3.33004384]]
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    1.53415445e-01  -4.25741998e-01  -1.12148147e+00  -4.62852871e-01
   -2.05789318e+00]]
Progress: 52.0% ... Training loss: 0.127 ... Validation loss: 0.260[[-0.22549246]
 [ 0.25001129]
 [ 0.05935024]
 [ 2.05015922]
 [ 0.25606363]
 [ 0.05258534]
 [-1.09522312]
 [-0.78286672]
 [-0.48970954]
 [-0.8005022 ]
 [ 1.38664463]
 [ 3.10293502]
 [-3.35900069]]
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   -2.05923660e+00]]
Progress: 52.1% ... Training loss: 0.142 ... Validation loss: 0.243[[-0.21168511]
 [ 0.27740739]
 [ 0.07982565]
 [ 2.08427068]
 [ 0.28072949]
 [ 0.07017343]
 [-1.08190641]
 [-0.74774224]
 [-0.46415557]
 [-0.77526693]
 [ 1.41584307]
 [ 3.15483149]
 [-3.32102681]]
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Progress: 52.1% ... Training loss: 0.145 ... Validation loss: 0.284[[-0.23720109]
 [ 0.24717317]
 [ 0.05576366]
 [ 2.04842847]
 [ 0.25215684]
 [ 0.04573393]
 [-1.123089  ]
 [-0.80287314]
 [-0.49925707]
 [-0.82910046]
 [ 1.38397292]
 [ 3.09444999]
 [-3.35331192]]
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   -2.17520034e-01  -4.73558965e-01  -2.09355637e-01  -4.09433472e-01
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Progress: 52.2% ... Training loss: 0.141 ... Validation loss: 0.237[[-0.22219875]
 [ 0.27176645]
 [ 0.0756245 ]
 [ 2.07261387]
 [ 0.2768919 ]
 [ 0.06312164]
 [-1.09451927]
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   -2.19382648e-01  -4.75430401e-01  -2.05464366e-01  -3.98631839e-01
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Progress: 52.2% ... Training loss: 0.144 ... Validation loss: 0.257[[-0.22921905]
 [ 0.25514911]
 [ 0.06451401]
 [ 2.05142754]
 [ 0.26295869]
 [ 0.05433423]
 [-1.10752302]
 [-0.78025689]
 [-0.48478589]
 [-0.80992831]
 [ 1.38867593]
 [ 3.11226847]
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Progress: 52.3% ... Training loss: 0.125 ... Validation loss: 0.234[[-0.22224475]
 [ 0.26100622]
 [ 0.07164633]
 [ 2.06907646]
 [ 0.26939364]
 [ 0.06247401]
 [-1.09360662]
 [-0.76375038]
 [-0.47118373]
 [-0.79284573]
 [ 1.39854777]
 [ 3.11970673]
 [-3.33822968]]
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   -2.18855838e-01  -4.76717556e-01  -2.07010107e-01  -4.03493646e-01
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Progress: 52.4% ... Training loss: 0.119 ... Validation loss: 0.247[[-0.22444779]
 [ 0.25150271]
 [ 0.06351804]
 [ 2.05546438]
 [ 0.25877763]
 [ 0.05795295]
 [-1.10100879]
 [-0.78016219]
 [-0.48403362]
 [-0.80129398]
 [ 1.38234664]
 [ 3.08808976]
 [-3.35487311]]
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   -8.89175045e-02  -1.54819268e-01  -1.50751301e-01   7.33777824e-02
   -2.19073006e-01  -4.76625270e-01  -2.07158142e-01  -4.05804599e-01
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 [ -1.31950870e-01  -6.77332212e-03  -2.47716263e-01  -1.73070727e+00
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    1.56367690e-01  -4.29834781e-01  -1.13046308e+00  -4.77971337e-01
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Progress: 52.4% ... Training loss: 0.134 ... Validation loss: 0.236[[-0.21308519]
 [ 0.26226347]
 [ 0.07431443]
 [ 2.08434776]
 [ 0.27017071]
 [ 0.06613064]
 [-1.06772527]
 [-0.76183566]
 [-0.45937526]
 [-0.78820605]
 [ 1.40183742]
 [ 3.11827225]
 [-3.32826032]]
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   -2.21252932e-01  -4.78988077e-01  -2.00458181e-01  -3.90446530e-01
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Progress: 52.5% ... Training loss: 0.127 ... Validation loss: 0.264[[-0.22156352]
 [ 0.25070991]
 [ 0.06696916]
 [ 2.06168598]
 [ 0.25816729]
 [ 0.05857283]
 [-1.0873608 ]
 [-0.7737749 ]
 [-0.48406825]
 [-0.79834557]
 [ 1.3849194 ]
 [ 3.09504263]
 [-3.35760177]]
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   -2.19807112e-01  -4.77935853e-01  -2.04348762e-01  -3.99393870e-01
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Progress: 52.5% ... Training loss: 0.130 ... Validation loss: 0.240[[-0.20482419]
 [ 0.2750208 ]
 [ 0.08531361]
 [ 2.08915572]
 [ 0.27951904]
 [ 0.07561237]
 [-1.06185943]
 [-0.74185218]
 [-0.45279776]
 [-0.7780681 ]
 [ 1.40826709]
 [ 3.1289397 ]
 [-3.34009777]]
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   -8.78540165e-02  -1.54609102e-01  -1.55193126e-01   6.92761421e-02
   -2.21073627e-01  -4.79835486e-01  -2.01510729e-01  -3.89135446e-01
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Progress: 52.5% ... Training loss: 0.131 ... Validation loss: 0.268[[-0.21327089]
 [ 0.26648176]
 [ 0.07713488]
 [ 2.08264502]
 [ 0.27061685]
 [ 0.06587709]
 [-1.08286154]
 [-0.76691165]
 [-0.46610726]
 [-0.79660301]
 [ 1.40329682]
 [ 3.12417897]
 [-3.35442328]]
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Progress: 52.6% ... Training loss: 0.119 ... Validation loss: 0.239[[-0.22359237]
 [ 0.25880542]
 [ 0.07223202]
 [ 2.0712239 ]
 [ 0.26417868]
 [ 0.05857978]
 [-1.10743207]
 [-0.76973981]
 [-0.47945524]
 [-0.80513125]
 [ 1.39311744]
 [ 3.11280106]
 [-3.3635197 ]]
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   -8.79143531e-02  -1.54625333e-01  -1.53127884e-01   6.92093472e-02
   -2.20354736e-01  -4.80430286e-01  -2.02476457e-01  -3.92517060e-01
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Progress: 52.6% ... Training loss: 0.120 ... Validation loss: 0.236[[-0.21897712]
 [ 0.25886097]
 [ 0.07640665]
 [ 2.07679039]
 [ 0.26606565]
 [ 0.06282753]
 [-1.09471975]
 [-0.75720233]
 [-0.47534827]
 [-0.78874581]
 [ 1.39604791]
 [ 3.10692287]
 [-3.36550043]]
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   -2.21515980e-01  -4.81039240e-01  -2.00182990e-01  -3.89502783e-01
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Progress: 52.7% ... Training loss: 0.120 ... Validation loss: 0.241[[-0.21412963]
 [ 0.26625738]
 [ 0.07975494]
 [ 2.08513215]
 [ 0.27094276]
 [ 0.06673894]
 [-1.08791979]
 [-0.75602506]
 [-0.46311341]
 [-0.79216519]
 [ 1.40078127]
 [ 3.11373821]
 [-3.35804019]]
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   -2.21878274e-01  -4.81045977e-01  -1.98007191e-01  -3.85578673e-01
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Progress: 52.8% ... Training loss: 0.120 ... Validation loss: 0.237[[-0.21081941]
 [ 0.2665512 ]
 [ 0.08121577]
 [ 2.07802195]
 [ 0.27170812]
 [ 0.06903045]
 [-1.08454521]
 [-0.75723111]
 [-0.46260537]
 [-0.78598689]
 [ 1.39598878]
 [ 3.11157519]
 [-3.36919549]]
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   -2.21458449e-01  -4.82437392e-01  -1.98684841e-01  -3.85348088e-01
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Progress: 52.8% ... Training loss: 0.118 ... Validation loss: 0.236[[-0.20511469]
 [ 0.27462294]
 [ 0.08657782]
 [ 2.09211647]
 [ 0.27730169]
 [ 0.07430682]
 [-1.07567979]
 [-0.75031456]
 [-0.45406896]
 [-0.77791753]
 [ 1.4053115 ]
 [ 3.12671332]
 [-3.36209572]]
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   -2.20352424e-01  -4.81170407e-01  -2.03837013e-01  -3.97708578e-01
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Progress: 52.9% ... Training loss: 0.124 ... Validation loss: 0.241[[-0.20942633]
 [ 0.2682838 ]
 [ 0.08273426]
 [ 2.08082089]
 [ 0.27075846]
 [ 0.07018637]
 [-1.08710158]
 [-0.76176833]
 [-0.46427148]
 [-0.78707921]
 [ 1.39494234]
 [ 3.11465895]
 [-3.37080721]]
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Progress: 52.9% ... Training loss: 0.118 ... Validation loss: 0.235[[-0.20323295]
 [ 0.27605607]
 [ 0.08907038]
 [ 2.09046635]
 [ 0.28012738]
 [ 0.07753083]
 [-1.07368773]
 [-0.75056145]
 [-0.4538322 ]
 [-0.7784098 ]
 [ 1.40506243]
 [ 3.1284136 ]
 [-3.3617133 ]]
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   -2.20862741e-01  -4.82547328e-01  -2.03587981e-01  -3.92826046e-01
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Progress: 53.0% ... Training loss: 0.123 ... Validation loss: 0.243[[-0.21049386]
 [ 0.26973909]
 [ 0.08459941]
 [ 2.07500539]
 [ 0.27401467]
 [ 0.07320269]
 [-1.0924613 ]
 [-0.75622422]
 [-0.46842713]
 [-0.78782163]
 [ 1.39105897]
 [ 3.10391612]
 [-3.37479463]]
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   -2.21068414e-01  -4.83746991e-01  -2.02065238e-01  -3.88468676e-01
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Progress: 53.0% ... Training loss: 0.123 ... Validation loss: 0.239[[-0.20484714]
 [ 0.27875593]
 [ 0.09208059]
 [ 2.09191478]
 [ 0.28348877]
 [ 0.07854152]
 [-1.06944003]
 [-0.7390119 ]
 [-0.44962691]
 [-0.78255512]
 [ 1.40565552]
 [ 3.13293199]
 [-3.35669557]]
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Progress: 53.0% ... Training loss: 0.133 ... Validation loss: 0.248[[-0.21716259]
 [ 0.26522588]
 [ 0.0796489 ]
 [ 2.07062064]
 [ 0.26805126]
 [ 0.06780052]
 [-1.09427578]
 [-0.7658762 ]
 [-0.46987393]
 [-0.80386142]
 [ 1.38518712]
 [ 3.10064724]
 [-3.38194433]]
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   -2.20865788e-01  -4.83178373e-01  -2.02973458e-01  -3.93969709e-01
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Progress: 53.1% ... Training loss: 0.123 ... Validation loss: 0.234[[-0.21428226]
 [ 0.27088892]
 [ 0.08594417]
 [ 2.0770386 ]
 [ 0.2742844 ]
 [ 0.07291771]
 [-1.07822796]
 [-0.75158728]
 [-0.45959955]
 [-0.7918511 ]
 [ 1.38956853]
 [ 3.10759263]
 [-3.37820819]]
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Progress: 53.1% ... Training loss: 0.118 ... Validation loss: 0.236[[-0.20763801]
 [ 0.28286312]
 [ 0.09328946]
 [ 2.09598855]
 [ 0.28583919]
 [ 0.08184981]
 [-1.06919376]
 [-0.74461132]
 [-0.4480893 ]
 [-0.78397918]
 [ 1.40451861]
 [ 3.12888457]
 [-3.37254201]]
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Progress: 53.2% ... Training loss: 0.125 ... Validation loss: 0.241[[-0.21785162]
 [ 0.26372208]
 [ 0.0811449 ]
 [ 2.08382745]
 [ 0.27073522]
 [ 0.07467829]
 [-1.09545907]
 [-0.76570657]
 [-0.47861277]
 [-0.79985885]
 [ 1.38484787]
 [ 3.0675266 ]
 [-3.39130862]]
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Progress: 53.2% ... Training loss: 0.137 ... Validation loss: 0.237[[-0.19981715]
 [ 0.2874022 ]
 [ 0.10128542]
 [ 2.11979729]
 [ 0.29497863]
 [ 0.09328165]
 [-1.05494253]
 [-0.72473657]
 [-0.43370983]
 [-0.772096  ]
 [ 1.41524457]
 [ 3.12423208]
 [-3.35241287]]
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Progress: 53.3% ... Training loss: 0.154 ... Validation loss: 0.282[[-0.22347884]
 [ 0.26209488]
 [ 0.0791164 ]
 [ 2.07636733]
 [ 0.27101943]
 [ 0.07127676]
 [-1.1022737 ]
 [-0.76306626]
 [-0.47151753]
 [-0.81443919]
 [ 1.3827969 ]
 [ 3.08541652]
 [-3.38687758]]
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Progress: 53.4% ... Training loss: 0.123 ... Validation loss: 0.232[[-0.21138233]
 [ 0.26879875]
 [ 0.08619099]
 [ 2.10032806]
 [ 0.27908576]
 [ 0.08021114]
 [-1.07825559]
 [-0.75550486]
 [-0.45490531]
 [-0.80395066]
 [ 1.39959895]
 [ 3.09533049]
 [-3.37563901]]
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Progress: 53.4% ... Training loss: 0.119 ... Validation loss: 0.232[[-0.21216296]
 [ 0.26835516]
 [ 0.0864303 ]
 [ 2.09308138]
 [ 0.27850696]
 [ 0.0812709 ]
 [-1.08201444]
 [-0.75161223]
 [-0.46223465]
 [-0.79278276]
 [ 1.39599444]
 [ 3.09486396]
 [-3.38008068]]
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Progress: 53.5% ... Training loss: 0.117 ... Validation loss: 0.234[[-0.20685216]
 [ 0.26986167]
 [ 0.0864082 ]
 [ 2.09542765]
 [ 0.28047912]
 [ 0.08477937]
 [-1.06676122]
 [-0.75562519]
 [-0.45376704]
 [-0.79777308]
 [ 1.3982454 ]
 [ 3.1008677 ]
 [-3.37631287]]
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Progress: 53.5% ... Training loss: 0.118 ... Validation loss: 0.234[[-0.21305725]
 [ 0.25741181]
 [ 0.08013563]
 [ 2.0779323 ]
 [ 0.26993637]
 [ 0.07839902]
 [-1.0935419 ]
 [-0.75954974]
 [-0.48723324]
 [-0.79055288]
 [ 1.38313878]
 [ 3.07926232]
 [-3.39153075]]
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   -2.22658982e-01  -4.84373178e-01  -1.95572604e-01  -3.76016094e-01
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Progress: 53.5% ... Training loss: 0.142 ... Validation loss: 0.244[[-0.19991036]
 [ 0.27764048]
 [ 0.09440912]
 [ 2.10758624]
 [ 0.28904638]
 [ 0.09162886]
 [-1.07339826]
 [-0.73312737]
 [-0.45140841]
 [-0.77365093]
 [ 1.40648751]
 [ 3.12678994]
 [-3.35377575]]
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   -2.23401413e-01  -4.85018083e-01  -1.93078322e-01  -3.70242523e-01
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Progress: 53.6% ... Training loss: 0.137 ... Validation loss: 0.275[[-0.21198312]
 [ 0.26185612]
 [ 0.08140949]
 [ 2.08214333]
 [ 0.27273789]
 [ 0.0773303 ]
 [-1.09419316]
 [-0.76351376]
 [-0.47392346]
 [-0.79669487]
 [ 1.38531925]
 [ 3.08840712]
 [-3.38404898]]
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Progress: 53.6% ... Training loss: 0.124 ... Validation loss: 0.231[[-0.21328308]
 [ 0.26858487]
 [ 0.08304013]
 [ 2.10261087]
 [ 0.27869897]
 [ 0.07563091]
 [-1.08926784]
 [-0.75164679]
 [-0.46040863]
 [-0.79814175]
 [ 1.39927326]
 [ 3.12656229]
 [-3.36471239]]
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Progress: 53.7% ... Training loss: 0.127 ... Validation loss: 0.234[[-0.22089484]
 [ 0.25930668]
 [ 0.07730694]
 [ 2.07668406]
 [ 0.26583147]
 [ 0.06690197]
 [-1.11539093]
 [-0.75988787]
 [-0.48746033]
 [-0.79687552]
 [ 1.37901856]
 [ 3.09965858]
 [-3.39164599]]
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Progress: 53.8% ... Training loss: 0.124 ... Validation loss: 0.240[[-0.21029213]
 [ 0.27448558]
 [ 0.08936058]
 [ 2.09948411]
 [ 0.2804173 ]
 [ 0.0777528 ]
 [-1.08089715]
 [-0.73670815]
 [-0.45264651]
 [-0.79143909]
 [ 1.39625315]
 [ 3.13545704]
 [-3.3688691 ]]
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   -2.21416800e-01  -4.82149512e-01  -1.98893600e-01  -3.91345121e-01
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Progress: 53.8% ... Training loss: 0.140 ... Validation loss: 0.235[[-0.22021003]
 [ 0.26049232]
 [ 0.0773835 ]
 [ 2.07368119]
 [ 0.26616625]
 [ 0.06630255]
 [-1.10397752]
 [-0.76492766]
 [-0.47706366]
 [-0.80944978]
 [ 1.37276477]
 [ 3.09239262]
 [-3.39709843]]
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   -2.21008045e-01  -4.81609768e-01  -2.00024307e-01  -3.95348087e-01
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Progress: 53.9% ... Training loss: 0.123 ... Validation loss: 0.242[[-0.20898969]
 [ 0.27277749]
 [ 0.08669416]
 [ 2.10191856]
 [ 0.27955994]
 [ 0.076841  ]
 [-1.0752352 ]
 [-0.7445178 ]
 [-0.4550781 ]
 [-0.79374033]
 [ 1.39574975]
 [ 3.12488614]
 [-3.38387257]]
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Progress: 53.9% ... Training loss: 0.126 ... Validation loss: 0.229[[-0.2188977 ]
 [ 0.25895655]
 [ 0.07690085]
 [ 2.08280222]
 [ 0.26594378]
 [ 0.06828509]
 [-1.10622108]
 [-0.75961229]
 [-0.48684895]
 [-0.80386591]
 [ 1.37888865]
 [ 3.09527466]
 [-3.40371373]]
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Progress: 54.0% ... Training loss: 0.124 ... Validation loss: 0.241[[-0.21825225]
 [ 0.25872629]
 [ 0.07892895]
 [ 2.08022752]
 [ 0.26622607]
 [ 0.07183291]
 [-1.1020427 ]
 [-0.75415126]
 [-0.48609466]
 [-0.7977353 ]
 [ 1.37585182]
 [ 3.0911525 ]
 [-3.39892302]]
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Progress: 54.0% ... Training loss: 0.124 ... Validation loss: 0.241[[-0.21479455]
 [ 0.2602698 ]
 [ 0.08194712]
 [ 2.08615759]
 [ 0.26771738]
 [ 0.07483203]
 [-1.08995695]
 [-0.75614992]
 [-0.47638795]
 [-0.79458163]
 [ 1.37807479]
 [ 3.1045638 ]
 [-3.38610388]]
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Progress: 54.0% ... Training loss: 0.115 ... Validation loss: 0.236[[-0.21635251]
 [ 0.25916304]
 [ 0.08184597]
 [ 2.09014382]
 [ 0.2665072 ]
 [ 0.07532225]
 [-1.09605938]
 [-0.74628326]
 [-0.47759038]
 [-0.79038624]
 [ 1.3741056 ]
 [ 3.10178489]
 [-3.3819896 ]]
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Progress: 54.1% ... Training loss: 0.117 ... Validation loss: 0.242[[-0.21404507]
 [ 0.26002318]
 [ 0.08149684]
 [ 2.09565075]
 [ 0.26787605]
 [ 0.07705308]
 [-1.09283054]
 [-0.74979223]
 [-0.47706427]
 [-0.79020197]
 [ 1.37635061]
 [ 3.09632641]
 [-3.39557649]]
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Progress: 54.1% ... Training loss: 0.117 ... Validation loss: 0.239[[-0.21296217]
 [ 0.26021669]
 [ 0.08032985]
 [ 2.10758164]
 [ 0.2685917 ]
 [ 0.07756557]
 [-1.08459134]
 [-0.75618995]
 [-0.47286297]
 [-0.7957533 ]
 [ 1.38111034]
 [ 3.09175712]
 [-3.392457  ]]
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Progress: 54.2% ... Training loss: 0.116 ... Validation loss: 0.234[[-0.19964603]
 [ 0.27636453]
 [ 0.0926514 ]
 [ 2.12955521]
 [ 0.28189785]
 [ 0.08886356]
 [-1.06223   ]
 [-0.7398139 ]
 [-0.45550351]
 [-0.77714308]
 [ 1.39954156]
 [ 3.1219561 ]
 [-3.38608163]]
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Progress: 54.2% ... Training loss: 0.129 ... Validation loss: 0.257[[-0.21333966]
 [ 0.26272975]
 [ 0.08023274]
 [ 2.10131744]
 [ 0.26661438]
 [ 0.07559885]
 [-1.09236901]
 [-0.77329179]
 [-0.47449407]
 [-0.80625996]
 [ 1.37628453]
 [ 3.09000153]
 [-3.4066245 ]]
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Progress: 54.3% ... Training loss: 0.120 ... Validation loss: 0.228[[-0.20674019]
 [ 0.27507336]
 [ 0.08927194]
 [ 2.12946341]
 [ 0.27808053]
 [ 0.08189469]
 [-1.072159  ]
 [-0.75341983]
 [-0.45566826]
 [-0.79368456]
 [ 1.40008849]
 [ 3.13392137]
 [-3.38553875]]
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   -2.21586680e-01  -4.79840249e-01  -1.98355666e-01  -4.03291358e-01
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Progress: 54.4% ... Training loss: 0.138 ... Validation loss: 0.240[[-0.21377505]
 [ 0.26051675]
 [ 0.07889004]
 [ 2.10938529]
 [ 0.26372106]
 [ 0.07503121]
 [-1.08554667]
 [-0.77983045]
 [-0.48007215]
 [-0.80738477]
 [ 1.38300869]
 [ 3.09028595]
 [-3.41434745]]
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Progress: 54.4% ... Training loss: 0.126 ... Validation loss: 0.226[[-0.21003819]
 [ 0.26484484]
 [ 0.08289137]
 [ 2.12458206]
 [ 0.27041965]
 [ 0.07910339]
 [-1.07304786]
 [-0.76508927]
 [-0.47435946]
 [-0.79539376]
 [ 1.39392322]
 [ 3.10521159]
 [-3.39713528]]
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Progress: 54.5% ... Training loss: 0.118 ... Validation loss: 0.229[[-0.21875492]
 [ 0.25415284]
 [ 0.07568687]
 [ 2.11137398]
 [ 0.26160632]
 [ 0.0707452 ]
 [-1.10036492]
 [-0.77050031]
 [-0.49499684]
 [-0.80108182]
 [ 1.38338525]
 [ 3.09349727]
 [-3.4074683 ]]
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Progress: 54.5% ... Training loss: 0.119 ... Validation loss: 0.230[[-0.21677995]
 [ 0.26312191]
 [ 0.08196997]
 [ 2.12825506]
 [ 0.2676248 ]
 [ 0.07241877]
 [-1.0911576 ]
 [-0.76645412]
 [-0.48131416]
 [-0.80052586]
 [ 1.39555934]
 [ 3.11402788]
 [-3.39460525]]
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Progress: 54.5% ... Training loss: 0.116 ... Validation loss: 0.226[[-0.21666479]
 [ 0.25600569]
 [ 0.07699579]
 [ 2.12638742]
 [ 0.26271248]
 [ 0.0720389 ]
 [-1.098571  ]
 [-0.77315428]
 [-0.4918564 ]
 [-0.79995898]
 [ 1.38708731]
 [ 3.08696982]
 [-3.41247854]]
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Progress: 54.6% ... Training loss: 0.120 ... Validation loss: 0.229[[-0.21090312]
 [ 0.26935834]
 [ 0.08613839]
 [ 2.13914067]
 [ 0.27390894]
 [ 0.08110808]
 [-1.08388718]
 [-0.74991611]
 [-0.47465845]
 [-0.79053934]
 [ 1.39719141]
 [ 3.10668554]
 [-3.39921762]]
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Progress: 54.6% ... Training loss: 0.118 ... Validation loss: 0.234[[-0.21821633]
 [ 0.26042356]
 [ 0.07831764]
 [ 2.12797438]
 [ 0.26614944]
 [ 0.07662154]
 [-1.10780872]
 [-0.76215357]
 [-0.49845047]
 [-0.80021994]
 [ 1.38593913]
 [ 3.08905856]
 [-3.41042288]]
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Progress: 54.7% ... Training loss: 0.121 ... Validation loss: 0.239[[-0.21076521]
 [ 0.26702095]
 [ 0.08518109]
 [ 2.13590053]
 [ 0.27116967]
 [ 0.08169945]
 [-1.10384394]
 [-0.75712871]
 [-0.49511602]
 [-0.78476358]
 [ 1.38896225]
 [ 3.09887631]
 [-3.39806796]]
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Progress: 54.8% ... Training loss: 0.115 ... Validation loss: 0.236[[-0.20361873]
 [ 0.269175  ]
 [ 0.08719129]
 [ 2.14632293]
 [ 0.27398019]
 [ 0.08588578]
 [-1.08453243]
 [-0.76214162]
 [-0.48419677]
 [-0.78348559]
 [ 1.39359612]
 [ 3.09915825]
 [-3.40574693]]
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Progress: 54.8% ... Training loss: 0.114 ... Validation loss: 0.228[[-0.19796447]
 [ 0.27339387]
 [ 0.08948519]
 [ 2.14805886]
 [ 0.27646582]
 [ 0.08999305]
 [-1.08803817]
 [-0.75949712]
 [-0.48582218]
 [-0.77720227]
 [ 1.39582012]
 [ 3.10358199]
 [-3.4016471 ]]
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Progress: 54.9% ... Training loss: 0.115 ... Validation loss: 0.228[[-0.20113276]
 [ 0.27491179]
 [ 0.08923208]
 [ 2.15191722]
 [ 0.27806943]
 [ 0.087854  ]
 [-1.08164202]
 [-0.75572987]
 [-0.47966335]
 [-0.78637876]
 [ 1.40062099]
 [ 3.12482214]
 [-3.40486423]]
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Progress: 54.9% ... Training loss: 0.118 ... Validation loss: 0.230[[-0.20123876]
 [ 0.27300279]
 [ 0.08916761]
 [ 2.15683944]
 [ 0.27608401]
 [ 0.08551973]
 [-1.09031023]
 [-0.76343841]
 [-0.48193914]
 [-0.78951232]
 [ 1.40110602]
 [ 3.11841975]
 [-3.41500068]]
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Progress: 55.0% ... Training loss: 0.116 ... Validation loss: 0.223[[-0.20618048]
 [ 0.27339522]
 [ 0.08723847]
 [ 2.15388914]
 [ 0.27360404]
 [ 0.08293538]
 [-1.09744778]
 [-0.76646783]
 [-0.48681802]
 [-0.80063835]
 [ 1.39793781]
 [ 3.12330942]
 [-3.41762519]]
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Progress: 55.0% ... Training loss: 0.116 ... Validation loss: 0.223[[-0.20596438]
 [ 0.27020321]
 [ 0.08801231]
 [ 2.15762045]
 [ 0.27154124]
 [ 0.08374225]
 [-1.10191826]
 [-0.76169933]
 [-0.49335345]
 [-0.79544899]
 [ 1.39756646]
 [ 3.11971559]
 [-3.42995193]]
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Progress: 55.0% ... Training loss: 0.113 ... Validation loss: 0.228[[-0.21077436]
 [ 0.2688853 ]
 [ 0.08706868]
 [ 2.15606069]
 [ 0.27040743]
 [ 0.08244871]
 [-1.10445105]
 [-0.76500118]
 [-0.50039654]
 [-0.80091258]
 [ 1.39334683]
 [ 3.10876381]
 [-3.43700017]]
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Progress: 55.1% ... Training loss: 0.116 ... Validation loss: 0.229[[-0.21304831]
 [ 0.26494408]
 [ 0.08488036]
 [ 2.14588333]
 [ 0.26487029]
 [ 0.08025907]
 [-1.11199215]
 [-0.77192664]
 [-0.50516365]
 [-0.80300172]
 [ 1.38316301]
 [ 3.09655195]
 [-3.43552451]]
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Progress: 55.1% ... Training loss: 0.120 ... Validation loss: 0.235[[-0.2073718 ]
 [ 0.26583376]
 [ 0.08675409]
 [ 2.16837459]
 [ 0.26591006]
 [ 0.08222229]
 [-1.09326589]
 [-0.77168583]
 [-0.49528779]
 [-0.79746588]
 [ 1.39529038]
 [ 3.09519714]
 [-3.42564395]]
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Progress: 55.2% ... Training loss: 0.114 ... Validation loss: 0.229[[-0.20708477]
 [ 0.26846898]
 [ 0.09086119]
 [ 2.16346399]
 [ 0.26957286]
 [ 0.08236307]
 [-1.09506146]
 [-0.76523532]
 [-0.49668891]
 [-0.78812141]
 [ 1.39362089]
 [ 3.10699175]
 [-3.41924497]]
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Progress: 55.2% ... Training loss: 0.114 ... Validation loss: 0.231[[-0.2019537 ]
 [ 0.27704846]
 [ 0.09485342]
 [ 2.16886892]
 [ 0.27548179]
 [ 0.0876295 ]
 [-1.08016535]
 [-0.76672703]
 [-0.48477764]
 [-0.78967451]
 [ 1.40015311]
 [ 3.1246113 ]
 [-3.42168337]]
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Progress: 55.3% ... Training loss: 0.115 ... Validation loss: 0.224[[-0.20922012]
 [ 0.27269189]
 [ 0.09134215]
 [ 2.16288087]
 [ 0.27083295]
 [ 0.0832131 ]
 [-1.08932799]
 [-0.77069737]
 [-0.4896861 ]
 [-0.80138736]
 [ 1.395139  ]
 [ 3.12755876]
 [-3.43431532]]
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Progress: 55.4% ... Training loss: 0.114 ... Validation loss: 0.222[[-0.21955537]
 [ 0.2611186 ]
 [ 0.08327189]
 [ 2.15165749]
 [ 0.25924623]
 [ 0.07063285]
 [-1.11536524]
 [-0.78566195]
 [-0.51234857]
 [-0.80582173]
 [ 1.38562992]
 [ 3.10914168]
 [-3.45223526]]
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Progress: 55.4% ... Training loss: 0.121 ... Validation loss: 0.232[[-0.20018581]
 [ 0.28131694]
 [ 0.09935004]
 [ 2.17878462]
 [ 0.27888886]
 [ 0.08837325]
 [-1.07130782]
 [-0.76310188]
 [-0.46932338]
 [-0.78978995]
 [ 1.40658098]
 [ 3.14279951]
 [-3.42811649]]
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Progress: 55.5% ... Training loss: 0.126 ... Validation loss: 0.225[[-0.20341534]
 [ 0.27854068]
 [ 0.09615691]
 [ 2.17378412]
 [ 0.27488253]
 [ 0.08725839]
 [-1.08698103]
 [-0.76892054]
 [-0.48583327]
 [-0.79451892]
 [ 1.40256793]
 [ 3.13309195]
 [-3.43872623]]
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Progress: 55.5% ... Training loss: 0.114 ... Validation loss: 0.222[[-0.21790068]
 [ 0.2657332 ]
 [ 0.08530102]
 [ 2.14720269]
 [ 0.26251955]
 [ 0.07511625]
 [-1.11767192]
 [-0.78863393]
 [-0.50615242]
 [-0.81561656]
 [ 1.38067222]
 [ 3.10156197]
 [-3.45524717]]
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Progress: 55.5% ... Training loss: 0.125 ... Validation loss: 0.236[[-0.20483092]
 [ 0.27646479]
 [ 0.09569846]
 [ 2.17525955]
 [ 0.27547639]
 [ 0.0864863 ]
 [-1.08433061]
 [-0.75892788]
 [-0.47911273]
 [-0.79533209]
 [ 1.40094547]
 [ 3.13479492]
 [-3.43394476]]
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Progress: 55.6% ... Training loss: 0.118 ... Validation loss: 0.225[[-0.21350667]
 [ 0.26076255]
 [ 0.08458932]
 [ 2.16154671]
 [ 0.26260744]
 [ 0.07736665]
 [-1.0958066 ]
 [-0.78203853]
 [-0.50195891]
 [-0.81411949]
 [ 1.38779761]
 [ 3.10730107]
 [-3.45779635]]
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Progress: 55.6% ... Training loss: 0.121 ... Validation loss: 0.227[[-0.20774933]
 [ 0.27106588]
 [ 0.0924645 ]
 [ 2.17858607]
 [ 0.27170253]
 [ 0.08272179]
 [-1.08356314]
 [-0.77028434]
 [-0.48349948]
 [-0.80809571]
 [ 1.40025329]
 [ 3.12980539]
 [-3.44186652]]
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Progress: 55.7% ... Training loss: 0.117 ... Validation loss: 0.222[[-0.20940388]
 [ 0.26591879]
 [ 0.08667229]
 [ 2.16727275]
 [ 0.26558306]
 [ 0.08063959]
 [-1.09256529]
 [-0.79185401]
 [-0.49556977]
 [-0.82125763]
 [ 1.3890377 ]
 [ 3.09600812]
 [-3.46446887]]
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Progress: 55.8% ... Training loss: 0.125 ... Validation loss: 0.226[[-0.19534199]
 [ 0.28666162]
 [ 0.10222485]
 [ 2.20185222]
 [ 0.2879916 ]
 [ 0.09623044]
 [-1.05888472]
 [-0.75767262]
 [-0.45944078]
 [-0.80483016]
 [ 1.41596914]
 [ 3.13955293]
 [-3.43606479]]
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Progress: 55.8% ... Training loss: 0.134 ... Validation loss: 0.230[[-0.21603035]
 [ 0.25890057]
 [ 0.0824496 ]
 [ 2.15956388]
 [ 0.26312266]
 [ 0.0775777 ]
 [-1.10572508]
 [-0.79303027]
 [-0.50643448]
 [-0.83376447]
 [ 1.38358782]
 [ 3.08991875]
 [-3.46713662]]
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Progress: 55.9% ... Training loss: 0.137 ... Validation loss: 0.231[[-0.20725157]
 [ 0.27422625]
 [ 0.09364393]
 [ 2.18873178]
 [ 0.2777699 ]
 [ 0.08771055]
 [-1.09396598]
 [-0.76417893]
 [-0.49024927]
 [-0.81276871]
 [ 1.40807604]
 [ 3.12481826]
 [-3.43705517]]
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Progress: 55.9% ... Training loss: 0.113 ... Validation loss: 0.226[[-0.20376   ]
 [ 0.27112074]
 [ 0.09020106]
 [ 2.18091478]
 [ 0.2738224 ]
 [ 0.08888232]
 [-1.08922272]
 [-0.77749014]
 [-0.49398454]
 [-0.81707483]
 [ 1.39996302]
 [ 3.10794321]
 [-3.45152375]]
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Progress: 56.0% ... Training loss: 0.120 ... Validation loss: 0.224[[-0.19678406]
 [ 0.28042487]
 [ 0.0972592 ]
 [ 2.18846047]
 [ 0.28127025]
 [ 0.093997  ]
 [-1.08512892]
 [-0.75882729]
 [-0.48783739]
 [-0.79241888]
 [ 1.40554438]
 [ 3.13338229]
 [-3.44103619]]
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Progress: 56.0% ... Training loss: 0.114 ... Validation loss: 0.242[[-0.20256328]
 [ 0.27516391]
 [ 0.08986794]
 [ 2.17768979]
 [ 0.27564343]
 [ 0.08609613]
 [-1.08407556]
 [-0.77651858]
 [-0.48561282]
 [-0.81457193]
 [ 1.39553017]
 [ 3.13007275]
 [-3.4521313 ]]
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Progress: 56.0% ... Training loss: 0.111 ... Validation loss: 0.217[[-0.2001975 ]
 [ 0.28000469]
 [ 0.09399313]
 [ 2.18885176]
 [ 0.28224225]
 [ 0.09001363]
 [-1.07663483]
 [-0.77729792]
 [-0.47316578]
 [-0.81461955]
 [ 1.40418105]
 [ 3.14485446]
 [-3.44959627]]
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Progress: 56.1% ... Training loss: 0.114 ... Validation loss: 0.220[[-0.20593394]
 [ 0.27406062]
 [ 0.08882338]
 [ 2.17738308]
 [ 0.27692336]
 [ 0.08546829]
 [-1.08885761]
 [-0.79053113]
 [-0.48333178]
 [-0.82590017]
 [ 1.39514622]
 [ 3.13810503]
 [-3.45756057]]
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Progress: 56.1% ... Training loss: 0.112 ... Validation loss: 0.212[[-0.2083461 ]
 [ 0.2740331 ]
 [ 0.09125351]
 [ 2.1908794 ]
 [ 0.27795407]
 [ 0.08555086]
 [-1.09032356]
 [-0.78237124]
 [-0.48061572]
 [-0.82431647]
 [ 1.40093701]
 [ 3.15263111]
 [-3.45197369]]
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Progress: 56.2% ... Training loss: 0.113 ... Validation loss: 0.223[[-0.21484571]
 [ 0.26859686]
 [ 0.08561738]
 [ 2.17968159]
 [ 0.2709711 ]
 [ 0.0796803 ]
 [-1.10767884]
 [-0.79745371]
 [-0.4977962 ]
 [-0.83233144]
 [ 1.39389555]
 [ 3.13659889]
 [-3.46231318]]
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Progress: 56.2% ... Training loss: 0.113 ... Validation loss: 0.215[[-0.20684461]
 [ 0.28278213]
 [ 0.09346357]
 [ 2.20707678]
 [ 0.28308807]
 [ 0.08807612]
 [-1.08314614]
 [-0.77638338]
 [-0.47005835]
 [-0.82784163]
 [ 1.41429539]
 [ 3.16843539]
 [-3.44642456]]
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Progress: 56.3% ... Training loss: 0.131 ... Validation loss: 0.237[[-0.20740523]
 [ 0.27365504]
 [ 0.08862779]
 [ 2.19842489]
 [ 0.27485578]
 [ 0.0850479 ]
 [-1.09056436]
 [-0.789468  ]
 [-0.48329959]
 [-0.82601561]
 [ 1.40504859]
 [ 3.15365247]
 [-3.46079467]]
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Progress: 56.4% ... Training loss: 0.111 ... Validation loss: 0.223[[-0.20407405]
 [ 0.27340485]
 [ 0.09182696]
 [ 2.19606908]
 [ 0.27749248]
 [ 0.08982196]
 [-1.09788774]
 [-0.78868558]
 [-0.48731531]
 [-0.81815681]
 [ 1.40038221]
 [ 3.14694462]
 [-3.47032951]]
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Progress: 56.4% ... Training loss: 0.114 ... Validation loss: 0.227[[-0.20012899]
 [ 0.27793811]
 [ 0.09426537]
 [ 2.21160695]
 [ 0.2829723 ]
 [ 0.09470512]
 [-1.08012162]
 [-0.78084884]
 [-0.47324497]
 [-0.8195158 ]
 [ 1.40662117]
 [ 3.14571364]
 [-3.46780272]]
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Progress: 56.5% ... Training loss: 0.110 ... Validation loss: 0.227[[-0.2015305 ]
 [ 0.28058717]
 [ 0.09461231]
 [ 2.21253834]
 [ 0.28424079]
 [ 0.09348889]
 [-1.0828992 ]
 [-0.7668427 ]
 [-0.47040704]
 [-0.81602222]
 [ 1.408157  ]
 [ 3.1555317 ]
 [-3.46447075]]
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Progress: 56.5% ... Training loss: 0.116 ... Validation loss: 0.234[[-0.20792525]
 [ 0.26779353]
 [ 0.08456877]
 [ 2.18998639]
 [ 0.27278864]
 [ 0.08537907]
 [-1.10245536]
 [-0.79322659]
 [-0.49077684]
 [-0.82934559]
 [ 1.38861932]
 [ 3.11068927]
 [-3.4834047 ]]
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Progress: 56.5% ... Training loss: 0.132 ... Validation loss: 0.215[[-0.19179701]
 [ 0.29212919]
 [ 0.10283909]
 [ 2.22890994]
 [ 0.2946796 ]
 [ 0.10337677]
 [-1.05940414]
 [-0.75589212]
 [-0.45019201]
 [-0.80452435]
 [ 1.41976852]
 [ 3.15806693]
 [-3.44555203]]
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Progress: 56.6% ... Training loss: 0.136 ... Validation loss: 0.259[[-0.21303232]
 [ 0.26804586]
 [ 0.08353192]
 [ 2.18701756]
 [ 0.27109548]
 [ 0.08332645]
 [-1.10676705]
 [-0.7886084 ]
 [-0.49938769]
 [-0.83450373]
 [ 1.38999753]
 [ 3.12142022]
 [-3.47427085]]
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Progress: 56.6% ... Training loss: 0.120 ... Validation loss: 0.216[[-0.20033672]
 [ 0.27886202]
 [ 0.09262658]
 [ 2.21659789]
 [ 0.28339438]
 [ 0.09413563]
 [-1.07193819]
 [-0.77028709]
 [-0.47491919]
 [-0.82060622]
 [ 1.40849393]
 [ 3.14731475]
 [-3.45327348]]
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Progress: 56.7% ... Training loss: 0.115 ... Validation loss: 0.238[[-0.212073  ]
 [ 0.26202517]
 [ 0.07966292]
 [ 2.19269093]
 [ 0.26656008]
 [ 0.0831299 ]
 [-1.10414643]
 [-0.79784666]
 [-0.50200138]
 [-0.83809269]
 [ 1.38609954]
 [ 3.11162689]
 [-3.47061775]]
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Progress: 56.8% ... Training loss: 0.129 ... Validation loss: 0.216[[-0.19274358]
 [ 0.28701855]
 [ 0.0995451 ]
 [ 2.24400453]
 [ 0.29308947]
 [ 0.10216633]
 [-1.06403775]
 [-0.75465542]
 [-0.46517281]
 [-0.80916626]
 [ 1.42481411]
 [ 3.16654258]
 [-3.44350897]]
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Progress: 56.8% ... Training loss: 0.144 ... Validation loss: 0.278[[-0.2148466 ]
 [ 0.25989456]
 [ 0.07955224]
 [ 2.21009122]
 [ 0.26640507]
 [ 0.07797192]
 [-1.11174188]
 [-0.79896006]
 [-0.50874785]
 [-0.84281971]
 [ 1.39625942]
 [ 3.11677609]
 [-3.48620883]]
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Progress: 56.9% ... Training loss: 0.126 ... Validation loss: 0.215[[-0.20444876]
 [ 0.2772936 ]
 [ 0.09587674]
 [ 2.23472275]
 [ 0.28664992]
 [ 0.09238998]
 [-1.0936829 ]
 [-0.75695627]
 [-0.48457941]
 [-0.81545474]
 [ 1.41585135]
 [ 3.16592735]
 [-3.45478828]]
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Progress: 56.9% ... Training loss: 0.133 ... Validation loss: 0.275[[-0.21618436]
 [ 0.25584044]
 [ 0.0798643 ]
 [ 2.20699604]
 [ 0.26667426]
 [ 0.079401  ]
 [-1.11417392]
 [-0.79649672]
 [-0.5132546 ]
 [-0.83451141]
 [ 1.38975512]
 [ 3.10768019]
 [-3.48463998]]
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Progress: 57.0% ... Training loss: 0.130 ... Validation loss: 0.222[[-0.2030136 ]
 [ 0.27532302]
 [ 0.09625623]
 [ 2.23191426]
 [ 0.28455687]
 [ 0.0932613 ]
 [-1.08398906]
 [-0.77361128]
 [-0.48158826]
 [-0.82326449]
 [ 1.41033444]
 [ 3.13661593]
 [-3.46811109]]
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Progress: 57.0% ... Training loss: 0.111 ... Validation loss: 0.227[[-0.20551977]
 [ 0.27111465]
 [ 0.09171506]
 [ 2.23131891]
 [ 0.2805012 ]
 [ 0.09059308]
 [-1.08941082]
 [-0.78099048]
 [-0.48543296]
 [-0.82845387]
 [ 1.40815202]
 [ 3.12378421]
 [-3.48023607]]
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Progress: 57.0% ... Training loss: 0.108 ... Validation loss: 0.218[[-0.21023362]
 [ 0.27070371]
 [ 0.09222336]
 [ 2.23192481]
 [ 0.27894363]
 [ 0.088125  ]
 [-1.1024078 ]
 [-0.77494735]
 [-0.49198941]
 [-0.8282206 ]
 [ 1.40923715]
 [ 3.13334997]
 [-3.47591262]]
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Progress: 57.1% ... Training loss: 0.110 ... Validation loss: 0.219[[-0.20875616]
 [ 0.26157245]
 [ 0.08770164]
 [ 2.23153101]
 [ 0.27018908]
 [ 0.08695447]
 [-1.10977996]
 [-0.79586974]
 [-0.51114187]
 [-0.8301476 ]
 [ 1.40389588]
 [ 3.10114846]
 [-3.48230979]]
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Progress: 57.1% ... Training loss: 0.119 ... Validation loss: 0.216[[-0.2006532 ]
 [ 0.27949391]
 [ 0.10102168]
 [ 2.25161841]
 [ 0.28634372]
 [ 0.09894344]
 [-1.07985178]
 [-0.76828784]
 [-0.48204247]
 [-0.82476544]
 [ 1.42351704]
 [ 3.14798202]
 [-3.46973187]]
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Progress: 57.2% ... Training loss: 0.119 ... Validation loss: 0.235[[-0.21810103]
 [ 0.25931232]
 [ 0.08564632]
 [ 2.22213696]
 [ 0.26617477]
 [ 0.08332499]
 [-1.121593  ]
 [-0.79596114]
 [-0.51843428]
 [-0.84376861]
 [ 1.3969441 ]
 [ 3.10520421]
 [-3.50338513]]
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Progress: 57.2% ... Training loss: 0.128 ... Validation loss: 0.220[[-0.19701083]
 [ 0.2837455 ]
 [ 0.10791923]
 [ 2.26587775]
 [ 0.29312247]
 [ 0.10570972]
 [-1.07918784]
 [-0.74770666]
 [-0.47855084]
 [-0.81335683]
 [ 1.43003311]
 [ 3.15290706]
 [-3.4617891 ]]
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Progress: 57.3% ... Training loss: 0.144 ... Validation loss: 0.280[[-0.21639986]
 [ 0.26248713]
 [ 0.09009371]
 [ 2.23658138]
 [ 0.27170895]
 [ 0.08872542]
 [-1.11391685]
 [-0.78633782]
 [-0.50987799]
 [-0.85084943]
 [ 1.40538619]
 [ 3.11134201]
 [-3.49051353]]
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Progress: 57.4% ... Training loss: 0.112 ... Validation loss: 0.221[[-0.21093316]
 [ 0.26872908]
 [ 0.09532653]
 [ 2.25889364]
 [ 0.27834997]
 [ 0.09382079]
 [-1.09742816]
 [-0.77800176]
 [-0.49919088]
 [-0.84427058]
 [ 1.4189909 ]
 [ 3.12123125]
 [-3.48215629]]
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Progress: 57.4% ... Training loss: 0.109 ... Validation loss: 0.230[[-0.21351644]
 [ 0.26789526]
 [ 0.09342466]
 [ 2.2635979 ]
 [ 0.27576477]
 [ 0.09111228]
 [-1.09985993]
 [-0.78881802]
 [-0.49885889]
 [-0.84886371]
 [ 1.42215568]
 [ 3.11721898]
 [-3.4895427 ]]
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Progress: 57.5% ... Training loss: 0.108 ... Validation loss: 0.220[[-0.21477857]
 [ 0.26780928]
 [ 0.09237104]
 [ 2.2606777 ]
 [ 0.27364396]
 [ 0.09048929]
 [-1.10461358]
 [-0.78960401]
 [-0.50440175]
 [-0.8505547 ]
 [ 1.41814078]
 [ 3.10892277]
 [-3.48907853]]
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Progress: 57.5% ... Training loss: 0.108 ... Validation loss: 0.217[[-0.21851594]
 [ 0.26296422]
 [ 0.0913531 ]
 [ 2.2601856 ]
 [ 0.27004026]
 [ 0.08580135]
 [-1.11164295]
 [-0.79563557]
 [-0.51452267]
 [-0.85150914]
 [ 1.41772024]
 [ 3.10878494]
 [-3.48745991]]
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Progress: 57.5% ... Training loss: 0.109 ... Validation loss: 0.214[[-0.22016026]
 [ 0.26817167]
 [ 0.09316084]
 [ 2.27188641]
 [ 0.27394211]
 [ 0.08618095]
 [-1.10376088]
 [-0.7782147 ]
 [-0.50316382]
 [-0.85414568]
 [ 1.42517078]
 [ 3.13299766]
 [-3.48242959]]
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Progress: 57.6% ... Training loss: 0.115 ... Validation loss: 0.222[[-0.22566543]
 [ 0.25977477]
 [ 0.08802215]
 [ 2.26673622]
 [ 0.26594023]
 [ 0.07818311]
 [-1.12005452]
 [-0.79057327]
 [-0.52015791]
 [-0.85764739]
 [ 1.41891735]
 [ 3.11792563]
 [-3.49904885]]
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Progress: 57.6% ... Training loss: 0.107 ... Validation loss: 0.213[[-0.20884232]
 [ 0.27250536]
 [ 0.09831346]
 [ 2.27695929]
 [ 0.27805652]
 [ 0.09117771]
 [-1.10812918]
 [-0.78267559]
 [-0.50448226]
 [-0.83757385]
 [ 1.42598417]
 [ 3.12990095]
 [-3.49584908]]
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Progress: 57.7% ... Training loss: 0.109 ... Validation loss: 0.219[[-0.21692391]
 [ 0.26520325]
 [ 0.09062903]
 [ 2.26749831]
 [ 0.27030025]
 [ 0.08551649]
 [-1.11866979]
 [-0.79914259]
 [-0.51385238]
 [-0.85457232]
 [ 1.41408567]
 [ 3.09551474]
 [-3.50539756]]
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Progress: 57.8% ... Training loss: 0.117 ... Validation loss: 0.210[[-0.21276878]
 [ 0.26878326]
 [ 0.09684758]
 [ 2.27776282]
 [ 0.27387602]
 [ 0.08965875]
 [-1.11308845]
 [-0.78752456]
 [-0.5025074 ]
 [-0.84449557]
 [ 1.41860031]
 [ 3.10611649]
 [-3.49920906]]
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Progress: 57.8% ... Training loss: 0.107 ... Validation loss: 0.209[[-0.2006905 ]
 [ 0.2808467 ]
 [ 0.10656621]
 [ 2.30698662]
 [ 0.2863316 ]
 [ 0.09958878]
 [-1.09665826]
 [-0.77208491]
 [-0.48540866]
 [-0.82949505]
 [ 1.43857755]
 [ 3.14444593]
 [-3.49058975]]
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Progress: 57.9% ... Training loss: 0.121 ... Validation loss: 0.236[[-0.21672651]
 [ 0.27006348]
 [ 0.09734574]
 [ 2.28666811]
 [ 0.27559208]
 [ 0.08692648]
 [-1.12288958]
 [-0.7839551 ]
 [-0.5077355 ]
 [-0.84833439]
 [ 1.42542454]
 [ 3.13242974]
 [-3.51045921]]
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Progress: 57.9% ... Training loss: 0.107 ... Validation loss: 0.211[[-0.22362608]
 [ 0.26589267]
 [ 0.09403021]
 [ 2.28041745]
 [ 0.27136939]
 [ 0.08268148]
 [-1.12940764]
 [-0.78858345]
 [-0.51202056]
 [-0.86093835]
 [ 1.42069856]
 [ 3.13081695]
 [-3.50875265]]
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Progress: 58.0% ... Training loss: 0.107 ... Validation loss: 0.204[[-0.21420413]
 [ 0.27166874]
 [ 0.09950977]
 [ 2.28179418]
 [ 0.27750442]
 [ 0.09189195]
 [-1.11855967]
 [-0.78136436]
 [-0.50745837]
 [-0.85038137]
 [ 1.42178499]
 [ 3.13075818]
 [-3.5118059 ]]
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Progress: 58.0% ... Training loss: 0.107 ... Validation loss: 0.210[[-0.19919664]
 [ 0.28812585]
 [ 0.11177332]
 [ 2.29089755]
 [ 0.29245032]
 [ 0.10728767]
 [-1.0966744 ]
 [-0.75596699]
 [-0.4898589 ]
 [-0.83172178]
 [ 1.43004024]
 [ 3.14710183]
 [-3.48871132]]
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Progress: 58.0% ... Training loss: 0.118 ... Validation loss: 0.235[[-0.19827803]
 [ 0.27919492]
 [ 0.10780844]
 [ 2.27583439]
 [ 0.2847234 ]
 [ 0.1036018 ]
 [-1.10972706]
 [-0.77538151]
 [-0.50956179]
 [-0.83569247]
 [ 1.41744588]
 [ 3.12231729]
 [-3.508628  ]]
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Progress: 58.1% ... Training loss: 0.111 ... Validation loss: 0.215[[-0.19579666]
 [ 0.28763033]
 [ 0.11145528]
 [ 2.29629408]
 [ 0.29413643]
 [ 0.10742579]
 [-1.08906844]
 [-0.76932742]
 [-0.48308594]
 [-0.84561004]
 [ 1.43179052]
 [ 3.15621041]
 [-3.49497579]]
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Progress: 58.1% ... Training loss: 0.118 ... Validation loss: 0.229[[-0.20007902]
 [ 0.28328632]
 [ 0.10975271]
 [ 2.28480538]
 [ 0.28956386]
 [ 0.10416226]
 [-1.1097218 ]
 [-0.77308989]
 [-0.49487068]
 [-0.84791271]
 [ 1.42326984]
 [ 3.15026663]
 [-3.50871725]]
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Progress: 58.2% ... Training loss: 0.107 ... Validation loss: 0.210[[-0.20212459]
 [ 0.28218902]
 [ 0.10684322]
 [ 2.29549338]
 [ 0.28714923]
 [ 0.10202435]
 [-1.11320692]
 [-0.7782986 ]
 [-0.50183794]
 [-0.84881311]
 [ 1.42834893]
 [ 3.15545128]
 [-3.51340565]]
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Progress: 58.2% ... Training loss: 0.107 ... Validation loss: 0.215[[-0.20530814]
 [ 0.27809181]
 [ 0.10486904]
 [ 2.2877299 ]
 [ 0.28376465]
 [ 0.09892755]
 [-1.09889781]
 [-0.78542058]
 [-0.49668757]
 [-0.86380457]
 [ 1.42325365]
 [ 3.15252326]
 [-3.51249285]]
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Progress: 58.3% ... Training loss: 0.107 ... Validation loss: 0.208[[-0.20646485]
 [ 0.28086801]
 [ 0.10815531]
 [ 2.28444246]
 [ 0.28482366]
 [ 0.10033439]
 [-1.09769026]
 [-0.77778805]
 [-0.49366679]
 [-0.86482239]
 [ 1.42067991]
 [ 3.16530457]
 [-3.52247917]]
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Progress: 58.4% ... Training loss: 0.107 ... Validation loss: 0.212[[-0.20791453]
 [ 0.27362968]
 [ 0.10291656]
 [ 2.28371296]
 [ 0.27949824]
 [ 0.09637295]
 [-1.09461941]
 [-0.79186313]
 [-0.49972033]
 [-0.86700394]
 [ 1.41715125]
 [ 3.13934989]
 [-3.53330675]]
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Progress: 58.4% ... Training loss: 0.114 ... Validation loss: 0.208[[-0.20745139]
 [ 0.27809831]
 [ 0.10854998]
 [ 2.30087012]
 [ 0.283802  ]
 [ 0.09773799]
 [-1.09547511]
 [-0.77736273]
 [-0.48949186]
 [-0.86652322]
 [ 1.42797585]
 [ 3.15602025]
 [-3.51792413]]
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Progress: 58.5% ... Training loss: 0.113 ... Validation loss: 0.213[[-0.2095278 ]
 [ 0.27508092]
 [ 0.10820329]
 [ 2.28801294]
 [ 0.28000578]
 [ 0.09719817]
 [-1.11511865]
 [-0.78265472]
 [-0.50278032]
 [-0.86633639]
 [ 1.41862598]
 [ 3.1446921 ]
 [-3.53211188]]
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Progress: 58.5% ... Training loss: 0.106 ... Validation loss: 0.201[[-0.20679015]
 [ 0.27933958]
 [ 0.11194022]
 [ 2.30064124]
 [ 0.28249463]
 [ 0.09936264]
 [-1.10712917]
 [-0.77329863]
 [-0.49636205]
 [-0.85945395]
 [ 1.42655781]
 [ 3.14921257]
 [-3.52243241]]
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Progress: 58.5% ... Training loss: 0.106 ... Validation loss: 0.205[[-0.21222217]
 [ 0.2749621 ]
 [ 0.11028337]
 [ 2.3007786 ]
 [ 0.27833909]
 [ 0.09357029]
 [-1.11674206]
 [-0.76365722]
 [-0.50925795]
 [-0.86084647]
 [ 1.42374919]
 [ 3.15078464]
 [-3.52231444]]
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Progress: 58.6% ... Training loss: 0.106 ... Validation loss: 0.213[[-0.2148439 ]
 [ 0.26933342]
 [ 0.10346206]
 [ 2.30008271]
 [ 0.2722131 ]
 [ 0.09113569]
 [-1.11414229]
 [-0.77958612]
 [-0.51410011]
 [-0.8697337 ]
 [ 1.41988341]
 [ 3.14450751]
 [-3.52866689]]
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Progress: 58.6% ... Training loss: 0.107 ... Validation loss: 0.209[[-0.21658685]
 [ 0.2703614 ]
 [ 0.1063862 ]
 [ 2.28716529]
 [ 0.27249634]
 [ 0.09196446]
 [-1.13081584]
 [-0.77116831]
 [-0.52508822]
 [-0.86039891]
 [ 1.41137262]
 [ 3.14008681]
 [-3.53621007]]
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Progress: 58.7% ... Training loss: 0.114 ... Validation loss: 0.212[[-0.2130477 ]
 [ 0.2860666 ]
 [ 0.11501272]
 [ 2.31711114]
 [ 0.28638368]
 [ 0.09762329]
 [-1.1017398 ]
 [-0.74189094]
 [-0.4892684 ]
 [-0.85545819]
 [ 1.43576997]
 [ 3.2000955 ]
 [-3.50714192]]
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Progress: 58.8% ... Training loss: 0.151 ... Validation loss: 0.260[[-0.22002221]
 [ 0.26990449]
 [ 0.10100462]
 [ 2.28811126]
 [ 0.26809799]
 [ 0.08759856]
 [-1.1306877 ]
 [-0.78464086]
 [-0.52401018]
 [-0.87000412]
 [ 1.4103383 ]
 [ 3.12555881]
 [-3.55509945]]
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Progress: 58.8% ... Training loss: 0.130 ... Validation loss: 0.207[[-0.20717737]
 [ 0.28811729]
 [ 0.11413183]
 [ 2.31492587]
 [ 0.28610703]
 [ 0.10190796]
 [-1.10254916]
 [-0.75377154]
 [-0.50238393]
 [-0.84627045]
 [ 1.43566654]
 [ 3.16588242]
 [-3.52822289]]
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Progress: 58.9% ... Training loss: 0.110 ... Validation loss: 0.228[[-0.21330956]
 [ 0.28072664]
 [ 0.11072812]
 [ 2.30749225]
 [ 0.27886161]
 [ 0.09682552]
 [-1.11543552]
 [-0.75518715]
 [-0.51729962]
 [-0.84580225]
 [ 1.42832085]
 [ 3.16215349]
 [-3.53774779]]
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Progress: 58.9% ... Training loss: 0.110 ... Validation loss: 0.232[[-0.20961372]
 [ 0.28449439]
 [ 0.1126563 ]
 [ 2.31583178]
 [ 0.28189572]
 [ 0.09957222]
 [-1.09678964]
 [-0.75670096]
 [-0.50467312]
 [-0.84707547]
 [ 1.43308612]
 [ 3.1628288 ]
 [-3.53284201]]
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Progress: 59.0% ... Training loss: 0.106 ... Validation loss: 0.227[[-0.20841285]
 [ 0.28045785]
 [ 0.10865252]
 [ 2.30097528]
 [ 0.27696872]
 [ 0.09699182]
 [-1.09340522]
 [-0.77479639]
 [-0.50694567]
 [-0.85506649]
 [ 1.42160752]
 [ 3.1489607 ]
 [-3.55117094]]
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Progress: 59.0% ... Training loss: 0.108 ... Validation loss: 0.205[[-0.21250766]
 [ 0.2797222 ]
 [ 0.10784737]
 [ 2.3008362 ]
 [ 0.27354649]
 [ 0.09273586]
 [-1.09730287]
 [-0.77131827]
 [-0.50894054]
 [-0.85824301]
 [ 1.4214416 ]
 [ 3.15137509]
 [-3.54257392]]
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Progress: 59.0% ... Training loss: 0.104 ... Validation loss: 0.204[[-0.21538635]
 [ 0.27266766]
 [ 0.1029966 ]
 [ 2.29844338]
 [ 0.26832522]
 [ 0.09030792]
 [-1.10081317]
 [-0.77021107]
 [-0.51682286]
 [-0.85520969]
 [ 1.41713914]
 [ 3.14260002]
 [-3.53790694]]
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Progress: 59.1% ... Training loss: 0.105 ... Validation loss: 0.212[[-0.21233562]
 [ 0.27565396]
 [ 0.10459229]
 [ 2.31067738]
 [ 0.27128489]
 [ 0.09217323]
 [-1.08502419]
 [-0.76891812]
 [-0.50545811]
 [-0.85500707]
 [ 1.42403061]
 [ 3.1550035 ]
 [-3.53400177]]
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Progress: 59.1% ... Training loss: 0.104 ... Validation loss: 0.218[[-0.20687781]
 [ 0.27954183]
 [ 0.10754756]
 [ 2.32139062]
 [ 0.27463662]
 [ 0.09463393]
 [-1.06964594]
 [-0.76105149]
 [-0.49219594]
 [-0.85414828]
 [ 1.42876816]
 [ 3.16526391]
 [-3.54270592]]
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   -2.23753721e-01  -4.74148803e-01  -1.72816229e-01  -4.07073760e-01
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Progress: 59.2% ... Training loss: 0.108 ... Validation loss: 0.224[[-0.20365949]
 [ 0.28554565]
 [ 0.10595853]
 [ 2.31536391]
 [ 0.27539347]
 [ 0.095423  ]
 [-1.07993329]
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 [ 1.42421283]
 [ 3.16768809]
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   0.16845634 -0.49485102  0.15124843 -0.48177784 -1.20585362 -0.34675029
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Progress: 59.2% ... Training loss: 0.105 ... Validation loss: 0.210[[-0.19941312]
 [ 0.29467871]
 [ 0.11278357]
 [ 2.31430622]
 [ 0.28510795]
 [ 0.10219004]
 [-1.06551668]
 [-0.76284205]
 [-0.47752629]
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 [ 1.42456897]
 [ 3.17496186]
 [-3.55193139]]
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Progress: 59.3% ... Training loss: 0.108 ... Validation loss: 0.219[[-0.20669856]
 [ 0.28853248]
 [ 0.10739147]
 [ 2.30282841]
 [ 0.27886497]
 [ 0.0964212 ]
 [-1.08337057]
 [-0.7737948 ]
 [-0.48934911]
 [-0.86380716]
 [ 1.41328181]
 [ 3.16117229]
 [-3.5655607 ]]
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Progress: 59.4% ... Training loss: 0.107 ... Validation loss: 0.208[[-0.20933258]
 [ 0.28792481]
 [ 0.10729696]
 [ 2.30988362]
 [ 0.27864101]
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Progress: 59.4% ... Training loss: 0.104 ... Validation loss: 0.210[[-0.21017001]
 [ 0.28332505]
 [ 0.10418911]
 [ 2.31050854]
 [ 0.27317058]
 [ 0.09192281]
 [-1.09131644]
 [-0.77353474]
 [-0.48592203]
 [-0.8653689 ]
 [ 1.41530096]
 [ 3.1672432 ]
 [-3.54963094]]
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Progress: 59.5% ... Training loss: 0.105 ... Validation loss: 0.202[[-0.22240441]
 [ 0.27657154]
 [ 0.09996885]
 [ 2.29892272]
 [ 0.26463039]
 [ 0.08385951]
 [-1.13102164]
 [-0.7803951 ]
 [-0.50753458]
 [-0.87177611]
 [ 1.40192   ]
 [ 3.14432976]
 [-3.56196245]]
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Progress: 59.5% ... Training loss: 0.112 ... Validation loss: 0.210[[-0.20502191]
 [ 0.28971231]
 [ 0.11042146]
 [ 2.32358618]
 [ 0.2761904 ]
 [ 0.09735417]
 [-1.0883162 ]
 [-0.76015197]
 [-0.47968294]
 [-0.84638947]
 [ 1.41793342]
 [ 3.15996969]
 [-3.54064053]]
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Progress: 59.5% ... Training loss: 0.108 ... Validation loss: 0.209[[-0.20829784]
 [ 0.28143486]
 [ 0.10686445]
 [ 2.3131402 ]
 [ 0.26846731]
 [ 0.09266707]
 [-1.10122479]
 [-0.77492931]
 [-0.49556903]
 [-0.8522977 ]
 [ 1.40814635]
 [ 3.14028099]
 [-3.55162651]]
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Progress: 59.6% ... Training loss: 0.104 ... Validation loss: 0.203[[-0.20593716]
 [ 0.28821771]
 [ 0.11166945]
 [ 2.31401538]
 [ 0.27425322]
 [ 0.09538713]
 [-1.09782233]
 [-0.76440521]
 [-0.48967548]
 [-0.84832014]
 [ 1.41169551]
 [ 3.16300023]
 [-3.5478932 ]]
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Progress: 59.6% ... Training loss: 0.104 ... Validation loss: 0.205[[-0.20872601]
 [ 0.28258875]
 [ 0.10859404]
 [ 2.31572797]
 [ 0.26913537]
 [ 0.09123292]
 [-1.11158873]
 [-0.77405096]
 [-0.50400489]
 [-0.85016842]
 [ 1.40961454]
 [ 3.13821209]
 [-3.56122606]]
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Progress: 59.7% ... Training loss: 0.106 ... Validation loss: 0.206[[-0.19699967]
 [ 0.29899704]
 [ 0.1191546 ]
 [ 2.35071325]
 [ 0.28654443]
 [ 0.10339989]
 [-1.08090585]
 [-0.75338244]
 [-0.47321901]
 [-0.83992762]
 [ 1.43616509]
 [ 3.17300472]
 [-3.54575481]]
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Progress: 59.8% ... Training loss: 0.125 ... Validation loss: 0.215[[-0.21892131]
 [ 0.26714216]
 [ 0.09951812]
 [ 2.29469164]
 [ 0.25823841]
 [ 0.08342657]
 [-1.14010609]
 [-0.79660792]
 [-0.5312801 ]
 [-0.86329675]
 [ 1.38910747]
 [ 3.096954  ]
 [-3.58645554]]
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Progress: 59.8% ... Training loss: 0.174 ... Validation loss: 0.243[[-0.19299794]
 [ 0.29693468]
 [ 0.12423179]
 [ 2.33543201]
 [ 0.28591192]
 [ 0.10735838]
 [-1.06418647]
 [-0.75024067]
 [-0.46841434]
 [-0.83071457]
 [ 1.42149262]
 [ 3.15136068]
 [-3.53052168]]
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Progress: 59.9% ... Training loss: 0.127 ... Validation loss: 0.228[[-0.21785027]
 [ 0.26921901]
 [ 0.10504343]
 [ 2.29245981]
 [ 0.25875392]
 [ 0.08229262]
 [-1.12504463]
 [-0.78613112]
 [-0.52509677]
 [-0.85142709]
 [ 1.38641173]
 [ 3.10233762]
 [-3.57563476]]
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Progress: 59.9% ... Training loss: 0.141 ... Validation loss: 0.232[[-0.19670683]
 [ 0.29253816]
 [ 0.12475638]
 [ 2.3443302 ]
 [ 0.28343334]
 [ 0.10195035]
 [-1.06659986]
 [-0.74338631]
 [-0.47364408]
 [-0.8268522 ]
 [ 1.42143919]
 [ 3.15525793]
 [-3.52657624]]
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   -2.26949477e-01  -4.76604681e-01  -1.65872856e-01  -3.75354526e-01
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Progress: 60.0% ... Training loss: 0.141 ... Validation loss: 0.234[[-0.21381297]
 [ 0.27336835]
 [ 0.10564409]
 [ 2.31449972]
 [ 0.26384458]
 [ 0.08453069]
 [-1.10630774]
 [-0.78260375]
 [-0.50866914]
 [-0.86084457]
 [ 1.39631106]
 [ 3.10136883]
 [-3.55742681]]
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Progress: 60.0% ... Training loss: 0.113 ... Validation loss: 0.217[[-0.20346081]
 [ 0.2904888 ]
 [ 0.11863301]
 [ 2.3339422 ]
 [ 0.28128425]
 [ 0.09723073]
 [-1.07879326]
 [-0.75586594]
 [-0.47825789]
 [-0.843778  ]
 [ 1.41693204]
 [ 3.1488241 ]
 [-3.54171541]]
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Progress: 60.0% ... Training loss: 0.115 ... Validation loss: 0.213[[-0.21344896]
 [ 0.27845152]
 [ 0.1094695 ]
 [ 2.3252291 ]
 [ 0.27020043]
 [ 0.08767931]
 [-1.10748127]
 [-0.7786164 ]
 [-0.50050482]
 [-0.85549548]
 [ 1.4080544 ]
 [ 3.12586563]
 [-3.55798373]]
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   -2.23818039e-01  -4.73880757e-01  -1.75285706e-01  -4.00484360e-01
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    1.55955263e-01  -4.90276816e-01  -1.21480557e+00  -3.62836653e-01
   -2.21617597e+00]]
Progress: 60.1% ... Training loss: 0.104 ... Validation loss: 0.204[[-0.20976365]
 [ 0.28420808]
 [ 0.11449915]
 [ 2.33418154]
 [ 0.27509103]
 [ 0.09202297]
 [-1.10256549]
 [-0.76858316]
 [-0.49237401]
 [-0.84795909]
 [ 1.41443162]
 [ 3.15043836]
 [-3.53875184]]
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   -2.24503273e-01  -4.74200046e-01  -1.72903525e-01  -3.98730867e-01
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Progress: 60.1% ... Training loss: 0.108 ... Validation loss: 0.204[[-0.20355402]
 [ 0.28915258]
 [ 0.11927144]
 [ 2.3336907 ]
 [ 0.27783434]
 [ 0.09731595]
 [-1.10337805]
 [-0.76340292]
 [-0.49492597]
 [-0.83527894]
 [ 1.41451832]
 [ 3.16210142]
 [-3.54117223]]
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   -2.24644833e-01  -4.74441687e-01  -1.72478647e-01  -3.99669305e-01
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Progress: 60.2% ... Training loss: 0.107 ... Validation loss: 0.213[[-0.20907858]
 [ 0.27679834]
 [ 0.10940998]
 [ 2.32089693]
 [ 0.2656694 ]
 [ 0.09058255]
 [-1.12052845]
 [-0.79055066]
 [-0.52098549]
 [-0.84845926]
 [ 1.40126432]
 [ 3.12131886]
 [-3.55131483]]
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Progress: 60.2% ... Training loss: 0.121 ... Validation loss: 0.210[[-0.20220935]
 [ 0.28488943]
 [ 0.11662109]
 [ 2.33775546]
 [ 0.27490189]
 [ 0.09666732]
 [-1.10521689]
 [-0.77459431]
 [-0.50494557]
 [-0.8392189 ]
 [ 1.41386298]
 [ 3.14503662]
 [-3.52986864]]
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Progress: 60.3% ... Training loss: 0.103 ... Validation loss: 0.207[[-0.20863928]
 [ 0.27993988]
 [ 0.11327466]
 [ 2.3336915 ]
 [ 0.26934249]
 [ 0.09111208]
 [-1.11807062]
 [-0.78326811]
 [-0.5141981 ]
 [-0.8469354 ]
 [ 1.40931168]
 [ 3.13398012]
 [-3.53865134]]
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Progress: 60.4% ... Training loss: 0.103 ... Validation loss: 0.202[[-0.20112291]
 [ 0.28588874]
 [ 0.1188974 ]
 [ 2.36378366]
 [ 0.27723249]
 [ 0.09813595]
 [-1.0915886 ]
 [-0.76970323]
 [-0.49593133]
 [-0.83912279]
 [ 1.4297728 ]
 [ 3.15004838]
 [-3.53595624]]
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   -2.23427309e-01  -4.73302039e-01  -1.74991411e-01  -4.06156580e-01
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   -2.22291008e+00]]
Progress: 60.4% ... Training loss: 0.111 ... Validation loss: 0.216[[-0.21232465]
 [ 0.27687092]
 [ 0.11048848]
 [ 2.3393668 ]
 [ 0.26782845]
 [ 0.08886399]
 [-1.12255119]
 [-0.78400599]
 [-0.51609323]
 [-0.85271004]
 [ 1.41115132]
 [ 3.13454589]
 [-3.55476274]]
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   -8.55534695e-02  -1.57026722e-01  -1.48398759e-01   7.45545570e-02
   -2.22391497e-01  -4.71449760e-01  -1.77551799e-01  -4.14140514e-01
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    1.54813381e-01  -4.92108997e-01  -1.21555595e+00  -3.43820325e-01
   -2.22275850e+00]]
Progress: 60.5% ... Training loss: 0.103 ... Validation loss: 0.204[[-0.20511317]
 [ 0.28657682]
 [ 0.11731874]
 [ 2.35563726]
 [ 0.27795177]
 [ 0.09532042]
 [-1.0971997 ]
 [-0.77306456]
 [-0.49746137]
 [-0.85086594]
 [ 1.42432899]
 [ 3.15782613]
 [-3.54416312]]
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Progress: 60.5% ... Training loss: 0.108 ... Validation loss: 0.200[[-0.2066743 ]
 [ 0.2854952 ]
 [ 0.11640076]
 [ 2.35491721]
 [ 0.27704126]
 [ 0.09376519]
 [-1.09826403]
 [-0.77793575]
 [-0.49836303]
 [-0.85927542]
 [ 1.42304067]
 [ 3.16627002]
 [-3.54922837]]
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   -2.23358117e-01  -4.70733006e-01  -1.74691151e-01  -4.10078492e-01
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    1.55696414e-01  -4.92083658e-01  -1.21560490e+00  -3.39982074e-01
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Progress: 60.5% ... Training loss: 0.108 ... Validation loss: 0.197[[-0.2110578 ]
 [ 0.28220699]
 [ 0.11465721]
 [ 2.3477305 ]
 [ 0.27550066]
 [ 0.09118179]
 [-1.11079176]
 [-0.7818455 ]
 [-0.50833773]
 [-0.85803847]
 [ 1.41606347]
 [ 3.15254781]
 [-3.55510659]]
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   -8.50187397e-02  -1.56966571e-01  -1.51434711e-01   7.34219741e-02
   -2.23710594e-01  -4.71918213e-01  -1.73033419e-01  -4.07865644e-01
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    1.55765055e-01  -4.91990369e-01  -1.21666124e+00  -3.42398098e-01
   -2.22239602e+00]]
Progress: 60.6% ... Training loss: 0.103 ... Validation loss: 0.198[[-0.21451548]
 [ 0.27905168]
 [ 0.11151152]
 [ 2.33927517]
 [ 0.27109825]
 [ 0.08881686]
 [-1.12867161]
 [-0.78640966]
 [-0.5244466 ]
 [-0.85868803]
 [ 1.40710062]
 [ 3.14074912]
 [-3.56509339]]
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   -2.23968525e-01  -4.72792114e-01  -1.71426817e-01  -4.07785724e-01
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    1.57111546e-01  -4.91247595e-01  -1.21869959e+00  -3.47153945e-01
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Progress: 60.6% ... Training loss: 0.107 ... Validation loss: 0.204[[-0.20403155]
 [ 0.2909671 ]
 [ 0.12135294]
 [ 2.35264764]
 [ 0.28164557]
 [ 0.09826218]
 [-1.11051807]
 [-0.7751263 ]
 [-0.50837798]
 [-0.84693785]
 [ 1.41878862]
 [ 3.16532846]
 [-3.54900646]]
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   -2.23985971e-01  -4.73041717e-01  -1.71046176e-01  -4.09888350e-01
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    1.55764336e-01  -4.92180711e-01  -1.21810213e+00  -3.42245731e-01
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Progress: 60.7% ... Training loss: 0.103 ... Validation loss: 0.203[[-0.21099743]
 [ 0.28032069]
 [ 0.1145058 ]
 [ 2.32793378]
 [ 0.26906783]
 [ 0.09108643]
 [-1.13040183]
 [-0.79580679]
 [-0.53278772]
 [-0.85913975]
 [ 1.39803956]
 [ 3.13443788]
 [-3.56965324]]
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   -2.22817046e-01  -4.72209023e-01  -1.73912686e-01  -4.16437888e-01
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    1.56096574e-01  -4.92681289e-01  -1.21848378e+00  -3.42455474e-01
   -2.22463002e+00]]
Progress: 60.8% ... Training loss: 0.116 ... Validation loss: 0.212[[-0.20128273]
 [ 0.29719177]
 [ 0.12778425]
 [ 2.36352761]
 [ 0.28603259]
 [ 0.10199017]
 [-1.10207087]
 [-0.7570506 ]
 [-0.50263889]
 [-0.83901416]
 [ 1.42774122]
 [ 3.19341075]
 [-3.52197364]]
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   -2.25663418e-01  -4.74614566e-01  -1.65919336e-01  -3.91306797e-01
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Progress: 60.8% ... Training loss: 0.153 ... Validation loss: 0.245[[-0.21443206]
 [ 0.26999889]
 [ 0.10664869]
 [ 2.31411049]
 [ 0.25666458]
 [ 0.08531251]
 [-1.1315968 ]
 [-0.81369215]
 [-0.55272666]
 [-0.86429034]
 [ 1.38315358]
 [ 3.09641352]
 [-3.58341094]]
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    4.67013216e-01]
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   -8.55606989e-02  -1.57114527e-01  -1.50290827e-01   7.42035155e-02
   -2.21708355e-01  -4.72409432e-01  -1.75536516e-01  -4.20362462e-01
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    1.55352054e-01  -4.94413390e-01  -1.21808791e+00  -3.36508613e-01
   -2.22784778e+00]]
Progress: 60.9% ... Training loss: 0.199 ... Validation loss: 0.238[[-0.19569895]
 [ 0.30372004]
 [ 0.13290193]
 [ 2.37381857]
 [ 0.29067781]
 [ 0.10552816]
 [-1.07168515]
 [-0.74563259]
 [-0.49041438]
 [-0.82822063]
 [ 1.43696062]
 [ 3.20007421]
 [-3.50976786]]
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   -8.37883412e-02  -1.56868870e-01  -1.57744071e-01   6.63788302e-02
   -2.26681615e-01  -4.73526119e-01  -1.64479861e-01  -3.88040194e-01
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    1.51961797e-01  -4.98279525e-01  -1.21511020e+00  -3.12688482e-01
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Progress: 60.9% ... Training loss: 0.190 ... Validation loss: 0.285[[-0.22723807]
 [ 0.26028709]
 [ 0.09935639]
 [ 2.3084993 ]
 [ 0.25043054]
 [ 0.07543068]
 [-1.14377965]
 [-0.81075498]
 [-0.56034628]
 [-0.87687898]
 [ 1.37985941]
 [ 3.08465125]
 [-3.57331408]]
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   -8.53662165e-02  -1.57390668e-01  -1.53317664e-01   7.18000727e-02
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    1.54676499e-01  -4.95853424e-01  -1.21952599e+00  -3.29219951e-01
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Progress: 61.0% ... Training loss: 0.195 ... Validation loss: 0.251[[-0.19175312]
 [ 0.3084877 ]
 [ 0.14035646]
 [ 2.36631214]
 [ 0.29426867]
 [ 0.11197442]
 [-1.09051908]
 [-0.71585505]
 [-0.48055317]
 [-0.82019634]
 [ 1.43201503]
 [ 3.19102412]
 [-3.48412114]]
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   -8.44891661e-02  -1.57224783e-01  -1.57785853e-01   6.61244439e-02
   -2.26928576e-01  -4.72281933e-01  -1.64397690e-01  -3.91465579e-01
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    1.52780001e-01  -4.99970297e-01  -1.21801016e+00  -3.25200988e-01
   -2.23348427e+00]]
Progress: 61.0% ... Training loss: 0.258 ... Validation loss: 0.285[[-0.22004041]
 [ 0.2649784 ]
 [ 0.1054812 ]
 [ 2.29259874]
 [ 0.25575014]
 [ 0.08255729]
 [-1.15919019]
 [-0.79643399]
 [-0.5601233 ]
 [-0.87432253]
 [ 1.37452935]
 [ 3.07773333]
 [-3.54933895]]
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   -2.23940969e-01  -4.70463187e-01  -1.70027617e-01  -4.09726997e-01
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    1.57067936e-01  -4.95866125e-01  -1.22235258e+00  -3.45964814e-01
   -2.22973359e+00]]
Progress: 61.0% ... Training loss: 0.170 ... Validation loss: 0.266[[-0.19231601]
 [ 0.30009748]
 [ 0.13231099]
 [ 2.3440679 ]
 [ 0.29002639]
 [ 0.11045225]
 [-1.09291113]
 [-0.74545993]
 [-0.49224046]
 [-0.83801224]
 [ 1.41735289]
 [ 3.15097039]
 [-3.48504502]]
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   -2.27699119e-01  -4.72596041e-01  -1.61596579e-01  -3.93210290e-01
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    1.55475942e-01  -4.96666971e-01  -1.22086538e+00  -3.37595291e-01
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Progress: 61.1% ... Training loss: 0.154 ... Validation loss: 0.211[[-0.21256612]
 [ 0.26986443]
 [ 0.10877855]
 [ 2.30560781]
 [ 0.2606632 ]
 [ 0.08962169]
 [-1.1469616 ]
 [-0.80000236]
 [-0.54928344]
 [-0.86818788]
 [ 1.38081249]
 [ 3.06572849]
 [-3.53051669]]
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   -2.24881037e-01  -4.70081800e-01  -1.68685111e-01  -4.13751650e-01
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Progress: 61.1% ... Training loss: 0.149 ... Validation loss: 0.250[[-0.18996835]
 [ 0.30319278]
 [ 0.13490709]
 [ 2.3440648 ]
 [ 0.29097935]
 [ 0.11324429]
 [-1.11013066]
 [-0.74178161]
 [-0.50627858]
 [-0.82206902]
 [ 1.4135728 ]
 [ 3.1347343 ]
 [-3.49546412]]
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 [ -1.52432010e-01   6.47197180e-03  -2.45112948e-01  -1.96755327e+00
   -2.66497277e-01  -2.53117987e-01   1.68103409e-01  -4.83557375e-01
    1.56684429e-01  -4.98299844e-01  -1.22350309e+00  -3.43828881e-01
   -2.23628797e+00]]
Progress: 61.2% ... Training loss: 0.127 ... Validation loss: 0.221[[-0.19833481]
 [ 0.28844434]
 [ 0.12221135]
 [ 2.32728058]
 [ 0.27563443]
 [ 0.10477531]
 [-1.12356887]
 [-0.77331883]
 [-0.53551946]
 [-0.83640905]
 [ 1.39639158]
 [ 3.09194262]
 [-3.52444976]]
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   -2.66351383e-01  -2.53063645e-01   1.66981426e-01  -4.85314864e-01
    1.55942717e-01  -4.98852028e-01  -1.22293245e+00  -3.35886973e-01
   -2.23936721e+00]]
Progress: 61.2% ... Training loss: 0.115 ... Validation loss: 0.209[[-0.19023573]
 [ 0.30343946]
 [ 0.12936671]
 [ 2.35488181]
 [ 0.2898104 ]
 [ 0.11381366]
 [-1.0969432 ]
 [-0.75251497]
 [-0.49986043]
 [-0.83557366]
 [ 1.41716921]
 [ 3.1315513 ]
 [-3.50463921]]
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   -2.24181296e+00]]
Progress: 61.3% ... Training loss: 0.114 ... Validation loss: 0.218[[-0.20078313]
 [ 0.29212685]
 [ 0.11708837]
 [ 2.33206118]
 [ 0.27732587]
 [ 0.10207518]
 [-1.1237682 ]
 [-0.7720714 ]
 [-0.5212478 ]
 [-0.85364539]
 [ 1.40033241]
 [ 3.11002239]
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Progress: 61.4% ... Training loss: 0.105 ... Validation loss: 0.204[[-0.18951217]
 [ 0.30191731]
 [ 0.12628201]
 [ 2.35805681]
 [ 0.28721436]
 [ 0.11145573]
 [-1.09999716]
 [-0.75653898]
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 [-0.84052105]
 [ 1.41744901]
 [ 3.1306592 ]
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Progress: 61.4% ... Training loss: 0.104 ... Validation loss: 0.209[[-0.18914496]
 [ 0.29460654]
 [ 0.12218825]
 [ 2.35593003]
 [ 0.28120501]
 [ 0.11018033]
 [-1.09817891]
 [-0.77399704]
 [-0.51053996]
 [-0.84343028]
 [ 1.41053058]
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Progress: 61.5% ... Training loss: 0.110 ... Validation loss: 0.204[[-0.19241725]
 [ 0.29786882]
 [ 0.1238818 ]
 [ 2.36189034]
 [ 0.28319702]
 [ 0.11105798]
 [-1.10442694]
 [-0.76240253]
 [-0.50758086]
 [-0.85071224]
 [ 1.41329062]
 [ 3.11346412]
 [-3.53527744]]
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   -2.26583592e-01  -4.73498108e-01  -1.62085052e-01  -3.99387595e-01
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Progress: 61.5% ... Training loss: 0.102 ... Validation loss: 0.201[[-0.19199815]
 [ 0.29601544]
 [ 0.12411833]
 [ 2.35783717]
 [ 0.28268901]
 [ 0.11208491]
 [-1.11087055]
 [-0.75968274]
 [-0.5122072 ]
 [-0.84795416]
 [ 1.40907201]
 [ 3.1104824 ]
 [-3.53506902]]
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   -8.52401901e-02  -1.57664822e-01  -1.54856302e-01   6.64602142e-02
   -2.25827387e-01  -4.73328686e-01  -1.63947255e-01  -4.04155534e-01
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 [ -1.52398483e-01   6.32241731e-03  -2.45396461e-01  -1.97778346e+00
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Progress: 61.5% ... Training loss: 0.104 ... Validation loss: 0.203[[-0.18891791]
 [ 0.30092482]
 [ 0.12763285]
 [ 2.3667733 ]
 [ 0.28667951]
 [ 0.11565625]
 [-1.11128682]
 [-0.75520951]
 [-0.50608454]
 [-0.84194934]
 [ 1.41602355]
 [ 3.12377481]
 [-3.53077739]]
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   -2.26284828e-01  -4.73407042e-01  -1.61264492e-01  -3.96638496e-01
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Progress: 61.6% ... Training loss: 0.101 ... Validation loss: 0.201[[-0.19705674]
 [ 0.29207914]
 [ 0.12098815]
 [ 2.35887073]
 [ 0.27836571]
 [ 0.10794805]
 [-1.14076085]
 [-0.76717286]
 [-0.52526954]
 [-0.84857549]
 [ 1.40757806]
 [ 3.1024138 ]
 [-3.54222006]]
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   -2.26331127e-01  -4.72910190e-01  -1.60687766e-01  -3.94372144e-01
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 [ -1.52135645e-01   5.86126648e-03  -2.45608573e-01  -1.98341378e+00
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Progress: 61.6% ... Training loss: 0.104 ... Validation loss: 0.203[[-0.19233022]
 [ 0.29579501]
 [ 0.12678016]
 [ 2.37382821]
 [ 0.28255158]
 [ 0.11242142]
 [-1.12281646]
 [-0.75455052]
 [-0.5172487 ]
 [-0.83869688]
 [ 1.41655149]
 [ 3.11375854]
 [-3.5273647 ]]
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   -2.26720814e-01  -4.71249537e-01  -1.60920400e-01  -3.98587977e-01
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Progress: 61.7% ... Training loss: 0.100 ... Validation loss: 0.204[[-0.20031006]
 [ 0.284579  ]
 [ 0.11638461]
 [ 2.37290738]
 [ 0.27341586]
 [ 0.10482806]
 [-1.13421502]
 [-0.76842402]
 [-0.53052401]
 [-0.85680698]
 [ 1.41249933]
 [ 3.10115841]
 [-3.53657804]]
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Progress: 61.8% ... Training loss: 0.105 ... Validation loss: 0.203[[-0.18870126]
 [ 0.29992648]
 [ 0.12803878]
 [ 2.39165706]
 [ 0.28654906]
 [ 0.11502557]
 [-1.11862253]
 [-0.74892497]
 [-0.50923867]
 [-0.83657909]
 [ 1.42619387]
 [ 3.13093896]
 [-3.52622001]]
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   -2.27529949e-01  -4.71859823e-01  -1.58359066e-01  -3.95517113e-01
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Progress: 61.8% ... Training loss: 0.111 ... Validation loss: 0.212[[-0.19535222]
 [ 0.29009614]
 [ 0.12075466]
 [ 2.36236146]
 [ 0.27606552]
 [ 0.10841441]
 [-1.13688865]
 [-0.77313005]
 [-0.54075465]
 [-0.84725024]
 [ 1.40470321]
 [ 3.09359477]
 [-3.55473872]]
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Progress: 61.9% ... Training loss: 0.119 ... Validation loss: 0.210[[-0.19467871]
 [ 0.29868778]
 [ 0.12527438]
 [ 2.38143417]
 [ 0.28213628]
 [ 0.11133018]
 [-1.1184105 ]
 [-0.7497392 ]
 [-0.52024309]
 [-0.84151224]
 [ 1.41896312]
 [ 3.12206265]
 [-3.52868128]]
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Progress: 61.9% ... Training loss: 0.104 ... Validation loss: 0.212[[-0.20319815]
 [ 0.28518521]
 [ 0.11358907]
 [ 2.36413518]
 [ 0.26941667]
 [ 0.10311784]
 [-1.13424863]
 [-0.77790803]
 [-0.53736198]
 [-0.86070943]
 [ 1.40212161]
 [ 3.08918874]
 [-3.54582913]]
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Progress: 62.0% ... Training loss: 0.115 ... Validation loss: 0.206[[-0.18794602]
 [ 0.30105625]
 [ 0.12930472]
 [ 2.39275144]
 [ 0.28478172]
 [ 0.11778675]
 [-1.09834022]
 [-0.74481338]
 [-0.50748019]
 [-0.83268158]
 [ 1.42245067]
 [ 3.11657492]
 [-3.52654568]]
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Progress: 62.0% ... Training loss: 0.107 ... Validation loss: 0.215[[-0.19797064]
 [ 0.29175516]
 [ 0.12414322]
 [ 2.37415566]
 [ 0.27662735]
 [ 0.11077581]
 [-1.12777168]
 [-0.75217623]
 [-0.53119975]
 [-0.83744843]
 [ 1.40743104]
 [ 3.10117617]
 [-3.5459983 ]]
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   -2.27300095e-01  -4.69949028e-01  -1.60563372e-01  -4.04107622e-01
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Progress: 62.0% ... Training loss: 0.102 ... Validation loss: 0.211[[-0.19269194]
 [ 0.29939191]
 [ 0.13017318]
 [ 2.38645664]
 [ 0.28455691]
 [ 0.11731412]
 [-1.11461176]
 [-0.73805789]
 [-0.51961273]
 [-0.83173854]
 [ 1.41684973]
 [ 3.11392613]
 [-3.53660589]]
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   -2.26919366e-01  -4.70218331e-01  -1.61021501e-01  -4.06902140e-01
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Progress: 62.1% ... Training loss: 0.104 ... Validation loss: 0.219[[-0.19007859]
 [ 0.29855697]
 [ 0.12771305]
 [ 2.39680632]
 [ 0.28410464]
 [ 0.11655811]
 [-1.10664559]
 [-0.75277023]
 [-0.51751827]
 [-0.84327992]
 [ 1.42132977]
 [ 3.11027706]
 [-3.54605978]]
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   -2.27625022e-01  -4.69091608e-01  -1.58035662e-01  -4.05448120e-01
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Progress: 62.1% ... Training loss: 0.100 ... Validation loss: 0.206[[-0.19874406]
 [ 0.29180437]
 [ 0.12393125]
 [ 2.38302302]
 [ 0.27710418]
 [ 0.10985373]
 [-1.12974622]
 [-0.75583991]
 [-0.53043549]
 [-0.85081976]
 [ 1.409517  ]
 [ 3.10339793]
 [-3.56150117]]
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   -2.27170919e-01  -4.68257386e-01  -1.59841093e-01  -4.09607896e-01
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Progress: 62.2% ... Training loss: 0.104 ... Validation loss: 0.211[[-0.19704194]
 [ 0.294423  ]
 [ 0.12685058]
 [ 2.39013694]
 [ 0.28095177]
 [ 0.11322368]
 [-1.13135263]
 [-0.75161698]
 [-0.52825325]
 [-0.8451552 ]
 [ 1.4140334 ]
 [ 3.11492152]
 [-3.54679954]]
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Progress: 62.2% ... Training loss: 0.100 ... Validation loss: 0.213[[-0.1890324 ]
 [ 0.30139076]
 [ 0.13360179]
 [ 2.4023119 ]
 [ 0.28902093]
 [ 0.12001592]
 [-1.11312799]
 [-0.74290441]
 [-0.52182584]
 [-0.83673585]
 [ 1.42457941]
 [ 3.12675694]
 [-3.53256871]]
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Progress: 62.3% ... Training loss: 0.107 ... Validation loss: 0.225[[-0.19296922]
 [ 0.29105149]
 [ 0.12687834]
 [ 2.37376579]
 [ 0.27590539]
 [ 0.11404639]
 [-1.11995576]
 [-0.77197687]
 [-0.53451693]
 [-0.85488799]
 [ 1.40349226]
 [ 3.09879532]
 [-3.55917921]]
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Progress: 62.4% ... Training loss: 0.110 ... Validation loss: 0.211[[-0.18954368]
 [ 0.29804903]
 [ 0.13388215]
 [ 2.39002048]
 [ 0.28308806]
 [ 0.11785489]
 [-1.10635855]
 [-0.7574855 ]
 [-0.51805142]
 [-0.84656407]
 [ 1.41842714]
 [ 3.12786206]
 [-3.53579392]]
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Progress: 62.4% ... Training loss: 0.106 ... Validation loss: 0.215[[-0.19315267]
 [ 0.29070419]
 [ 0.1254932 ]
 [ 2.38524762]
 [ 0.27520759]
 [ 0.11275614]
 [-1.10524328]
 [-0.77835966]
 [-0.52268654]
 [-0.86219859]
 [ 1.40956326]
 [ 3.10306082]
 [-3.55726812]]
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Progress: 62.5% ... Training loss: 0.105 ... Validation loss: 0.202[[-0.19139347]
 [ 0.29437709]
 [ 0.1290531 ]
 [ 2.38351709]
 [ 0.28029683]
 [ 0.11575705]
 [-1.11635776]
 [-0.76862736]
 [-0.51952032]
 [-0.85519708]
 [ 1.40675226]
 [ 3.11121288]
 [-3.55280196]]
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Progress: 62.5% ... Training loss: 0.102 ... Validation loss: 0.208[[-0.19107904]
 [ 0.2995428 ]
 [ 0.13325197]
 [ 2.40670356]
 [ 0.28503585]
 [ 0.11741812]
 [-1.1076236 ]
 [-0.76011047]
 [-0.50207029]
 [-0.85966415]
 [ 1.42301113]
 [ 3.14183217]
 [-3.54575893]]
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Progress: 62.5% ... Training loss: 0.112 ... Validation loss: 0.217[[-0.1953625 ]
 [ 0.29183465]
 [ 0.12458281]
 [ 2.40119469]
 [ 0.27646895]
 [ 0.11281991]
 [-1.10912479]
 [-0.78083527]
 [-0.51379457]
 [-0.87480224]
 [ 1.41582319]
 [ 3.12370096]
 [-3.55942281]]
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   -2.28335060e-01  -4.70694768e-01  -1.55945432e-01  -4.01790500e-01
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Progress: 62.6% ... Training loss: 0.099 ... Validation loss: 0.200[[-0.19509787]
 [ 0.30170549]
 [ 0.13107884]
 [ 2.42119275]
 [ 0.28403414]
 [ 0.11750178]
 [-1.10820113]
 [-0.76142538]
 [-0.50758076]
 [-0.86493865]
 [ 1.42920316]
 [ 3.13901162]
 [-3.55542751]]
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   -2.30063627e-01  -4.71324807e-01  -1.51053208e-01  -3.87430524e-01
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Progress: 62.6% ... Training loss: 0.106 ... Validation loss: 0.221[[-0.19910191]
 [ 0.29531275]
 [ 0.12633764]
 [ 2.41657102]
 [ 0.27733136]
 [ 0.11259784]
 [-1.12375039]
 [-0.77317292]
 [-0.52145095]
 [-0.86550277]
 [ 1.42514952]
 [ 3.12986757]
 [-3.57250984]]
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Progress: 62.7% ... Training loss: 0.098 ... Validation loss: 0.205[[-0.20002413]
 [ 0.29281468]
 [ 0.12581064]
 [ 2.4241822 ]
 [ 0.27389094]
 [ 0.1113153 ]
 [-1.12419233]
 [-0.77549328]
 [-0.52280554]
 [-0.86575924]
 [ 1.42635097]
 [ 3.12617325]
 [-3.57146974]]
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Progress: 62.8% ... Training loss: 0.099 ... Validation loss: 0.203[[-0.20291743]
 [ 0.28819399]
 [ 0.12131252]
 [ 2.42271234]
 [ 0.26989009]
 [ 0.10683104]
 [-1.13922046]
 [-0.77739473]
 [-0.53251544]
 [-0.86545465]
 [ 1.42230769]
 [ 3.12262755]
 [-3.57196159]]
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Progress: 62.8% ... Training loss: 0.098 ... Validation loss: 0.202[[-0.20159952]
 [ 0.28772204]
 [ 0.12242064]
 [ 2.4184255 ]
 [ 0.2704053 ]
 [ 0.10982431]
 [-1.14393989]
 [-0.78047832]
 [-0.54199967]
 [-0.86399611]
 [ 1.41815563]
 [ 3.11547287]
 [-3.57083072]]
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Progress: 62.9% ... Training loss: 0.102 ... Validation loss: 0.207[[-0.20148115]
 [ 0.29138502]
 [ 0.12170949]
 [ 2.42515258]
 [ 0.27258762]
 [ 0.11024931]
 [-1.14637641]
 [-0.77552737]
 [-0.53665012]
 [-0.86937481]
 [ 1.42073162]
 [ 3.12308944]
 [-3.56084068]]
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Progress: 62.9% ... Training loss: 0.098 ... Validation loss: 0.204[[-0.20453909]
 [ 0.28728629]
 [ 0.11716791]
 [ 2.42352369]
 [ 0.26514876]
 [ 0.10443639]
 [-1.15620861]
 [-0.78471608]
 [-0.54394152]
 [-0.87294444]
 [ 1.41615272]
 [ 3.11527294]
 [-3.57063648]]
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Progress: 63.0% ... Training loss: 0.102 ... Validation loss: 0.205[[-0.1922213 ]
 [ 0.29739292]
 [ 0.12508029]
 [ 2.43640873]
 [ 0.27374701]
 [ 0.11258816]
 [-1.12844255]
 [-0.77734254]
 [-0.53037129]
 [-0.85802555]
 [ 1.42564097]
 [ 3.12345024]
 [-3.56436329]]
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   -2.28458590e-01  -4.71678278e-01  -1.54195328e-01  -3.97604331e-01
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Progress: 63.0% ... Training loss: 0.099 ... Validation loss: 0.207[[-0.20390704]
 [ 0.29057125]
 [ 0.11852421]
 [ 2.42905738]
 [ 0.26596528]
 [ 0.10317578]
 [-1.14591731]
 [-0.78240034]
 [-0.54069104]
 [-0.87317015]
 [ 1.41914422]
 [ 3.12048382]
 [-3.56845011]]
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Progress: 63.0% ... Training loss: 0.098 ... Validation loss: 0.200[[-0.19059858]
 [ 0.30489855]
 [ 0.12926101]
 [ 2.44789995]
 [ 0.2780986 ]
 [ 0.11344842]
 [-1.12297939]
 [-0.76897914]
 [-0.51738742]
 [-0.85736336]
 [ 1.43311096]
 [ 3.15556774]
 [-3.5580167 ]]
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Progress: 63.1% ... Training loss: 0.109 ... Validation loss: 0.215[[-0.2055524 ]
 [ 0.28773918]
 [ 0.1143931 ]
 [ 2.42850595]
 [ 0.26323105]
 [ 0.10062419]
 [-1.16040858]
 [-0.79383663]
 [-0.55382011]
 [-0.87639721]
 [ 1.41668132]
 [ 3.11924499]
 [-3.57931289]]
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Progress: 63.1% ... Training loss: 0.112 ... Validation loss: 0.201[[-0.18724028]
 [ 0.30808396]
 [ 0.13151189]
 [ 2.44927125]
 [ 0.28226697]
 [ 0.11914531]
 [-1.12611172]
 [-0.75533202]
 [-0.52344122]
 [-0.84609004]
 [ 1.43505378]
 [ 3.14802113]
 [-3.5462791 ]]
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Progress: 63.2% ... Training loss: 0.109 ... Validation loss: 0.224[[-0.20622633]
 [ 0.29395226]
 [ 0.11950271]
 [ 2.41814886]
 [ 0.2694266 ]
 [ 0.10294979]
 [-1.16887991]
 [-0.7674523 ]
 [-0.55115403]
 [-0.86936059]
 [ 1.41418984]
 [ 3.13847477]
 [-3.56619186]]
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Progress: 63.2% ... Training loss: 0.106 ... Validation loss: 0.214[[-0.19838412]
 [ 0.29534912]
 [ 0.12089244]
 [ 2.42936581]
 [ 0.2710404 ]
 [ 0.10825728]
 [-1.14891748]
 [-0.76920936]
 [-0.54737427]
 [-0.85958262]
 [ 1.41927945]
 [ 3.13159172]
 [-3.55942732]]
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Progress: 63.3% ... Training loss: 0.100 ... Validation loss: 0.208[[-0.19076028]
 [ 0.30206291]
 [ 0.12777421]
 [ 2.44595299]
 [ 0.27850509]
 [ 0.11517563]
 [-1.12763041]
 [-0.76089693]
 [-0.53130685]
 [-0.85742178]
 [ 1.42969951]
 [ 3.14760631]
 [-3.55306492]]
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Progress: 63.4% ... Training loss: 0.104 ... Validation loss: 0.213[[-0.1992065 ]
 [ 0.28880107]
 [ 0.11909833]
 [ 2.43180572]
 [ 0.2662643 ]
 [ 0.10728159]
 [-1.1591157 ]
 [-0.78133956]
 [-0.56366538]
 [-0.86342526]
 [ 1.41485548]
 [ 3.11638225]
 [-3.57278453]]
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Progress: 63.4% ... Training loss: 0.116 ... Validation loss: 0.212[[-0.20272166]
 [ 0.29139596]
 [ 0.12034132]
 [ 2.44342624]
 [ 0.26579837]
 [ 0.1058844 ]
 [-1.1575108 ]
 [-0.77274689]
 [-0.55228566]
 [-0.87107186]
 [ 1.4213296 ]
 [ 3.12796939]
 [-3.55447658]]
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Progress: 63.5% ... Training loss: 0.100 ... Validation loss: 0.209[[-0.20124995]
 [ 0.29183926]
 [ 0.11970438]
 [ 2.45462172]
 [ 0.26580342]
 [ 0.10597212]
 [-1.15304163]
 [-0.78034826]
 [-0.55235619]
 [-0.8746411 ]
 [ 1.42661328]
 [ 3.13010922]
 [-3.55755776]]
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Progress: 63.5% ... Training loss: 0.098 ... Validation loss: 0.205[[-0.20046553]
 [ 0.29301314]
 [ 0.12009338]
 [ 2.4457285 ]
 [ 0.26723991]
 [ 0.10720529]
 [-1.16351634]
 [-0.78214438]
 [-0.55890402]
 [-0.87122335]
 [ 1.42181423]
 [ 3.13121801]
 [-3.56117415]]
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Progress: 63.5% ... Training loss: 0.099 ... Validation loss: 0.203[[-0.20514937]
 [ 0.28437597]
 [ 0.11446596]
 [ 2.44761115]
 [ 0.26044057]
 [ 0.10209707]
 [-1.1651334 ]
 [-0.79427109]
 [-0.56907486]
 [-0.88155425]
 [ 1.41801269]
 [ 3.11338279]
 [-3.56596141]]
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Progress: 63.6% ... Training loss: 0.106 ... Validation loss: 0.202[[-0.18928166]
 [ 0.30464311]
 [ 0.12918262]
 [ 2.47211555]
 [ 0.27844986]
 [ 0.11952317]
 [-1.13068053]
 [-0.75924122]
 [-0.535759  ]
 [-0.85832862]
 [ 1.43843135]
 [ 3.14612233]
 [-3.55128892]]
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Progress: 63.6% ... Training loss: 0.110 ... Validation loss: 0.226[[-0.19376532]
 [ 0.2940611 ]
 [ 0.12146629]
 [ 2.44815828]
 [ 0.26738368]
 [ 0.11340657]
 [-1.15273105]
 [-0.78590637]
 [-0.5604138 ]
 [-0.86837699]
 [ 1.41843632]
 [ 3.11734288]
 [-3.57387682]]
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Progress: 63.7% ... Training loss: 0.108 ... Validation loss: 0.202[[-0.18589313]
 [ 0.31032817]
 [ 0.13291257]
 [ 2.46071434]
 [ 0.28046924]
 [ 0.12482753]
 [-1.12914387]
 [-0.75645393]
 [-0.53204906]
 [-0.86469811]
 [ 1.42917614]
 [ 3.15538801]
 [-3.55610997]]
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Progress: 63.8% ... Training loss: 0.105 ... Validation loss: 0.226[[-0.19643654]
 [ 0.29610446]
 [ 0.12164811]
 [ 2.44573716]
 [ 0.26574672]
 [ 0.11372686]
 [-1.1415724 ]
 [-0.78037116]
 [-0.55680318]
 [-0.87825298]
 [ 1.41467616]
 [ 3.12648643]
 [-3.56733437]]
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Progress: 63.8% ... Training loss: 0.101 ... Validation loss: 0.203[[-0.19256555]
 [ 0.30462147]
 [ 0.12777242]
 [ 2.45918493]
 [ 0.27184683]
 [ 0.11693623]
 [-1.12773634]
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 [-0.53722075]
 [-0.87398148]
 [ 1.4257496 ]
 [ 3.14046684]
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Progress: 63.9% ... Training loss: 0.097 ... Validation loss: 0.209[[-0.19286556]
 [ 0.30419054]
 [ 0.12697502]
 [ 2.45056647]
 [ 0.27254802]
 [ 0.11676731]
 [-1.12869814]
 [-0.77487817]
 [-0.54210036]
 [-0.87977125]
 [ 1.41923546]
 [ 3.14311572]
 [-3.56838427]]
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Progress: 63.9% ... Training loss: 0.096 ... Validation loss: 0.201[[-0.19427734]
 [ 0.30107582]
 [ 0.12212579]
 [ 2.45629028]
 [ 0.2709597 ]
 [ 0.11360989]
 [-1.12081565]
 [-0.78304097]
 [-0.53883751]
 [-0.88823189]
 [ 1.42153966]
 [ 3.13829945]
 [-3.57102813]]
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Progress: 64.0% ... Training loss: 0.096 ... Validation loss: 0.198[[-0.18889297]
 [ 0.30861945]
 [ 0.12637436]
 [ 2.46379526]
 [ 0.27694746]
 [ 0.11895712]
 [-1.11262174]
 [-0.77742207]
 [-0.52915189]
 [-0.88195691]
 [ 1.42955726]
 [ 3.15205618]
 [-3.57045288]]
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Progress: 64.0% ... Training loss: 0.098 ... Validation loss: 0.203[[-0.18625242]
 [ 0.31083337]
 [ 0.12891725]
 [ 2.45936974]
 [ 0.27907816]
 [ 0.12116438]
 [-1.1144516 ]
 [-0.78137514]
 [-0.52925317]
 [-0.87975996]
 [ 1.42641076]
 [ 3.15689895]
 [-3.57757287]]
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Progress: 64.0% ... Training loss: 0.097 ... Validation loss: 0.198[[-0.18450644]
 [ 0.31288573]
 [ 0.12786916]
 [ 2.45812356]
 [ 0.27814397]
 [ 0.12247107]
 [-1.12019835]
 [-0.78587889]
 [-0.53046029]
 [-0.88002876]
 [ 1.42550638]
 [ 3.16475065]
 [-3.58648367]]
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Progress: 64.1% ... Training loss: 0.097 ... Validation loss: 0.197[[-0.19078877]
 [ 0.30858868]
 [ 0.12551113]
 [ 2.4667023 ]
 [ 0.27652141]
 [ 0.11842616]
 [-1.12902365]
 [-0.78875412]
 [-0.53682662]
 [-0.88583023]
 [ 1.42883082]
 [ 3.1648072 ]
 [-3.58564344]]
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Progress: 64.2% ... Training loss: 0.097 ... Validation loss: 0.197[[-0.18710205]
 [ 0.31316312]
 [ 0.13014332]
 [ 2.48273529]
 [ 0.28115273]
 [ 0.1219044 ]
 [-1.12857944]
 [-0.77805351]
 [-0.53489724]
 [-0.87893653]
 [ 1.43984101]
 [ 3.1806886 ]
 [-3.58295936]]
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Progress: 64.2% ... Training loss: 0.099 ... Validation loss: 0.212[[-0.19061155]
 [ 0.31110282]
 [ 0.12764377]
 [ 2.48304861]
 [ 0.27660753]
 [ 0.11999085]
 [-1.13738649]
 [-0.78268205]
 [-0.54625956]
 [-0.87838307]
 [ 1.43900487]
 [ 3.17523862]
 [-3.58885894]]
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Progress: 64.2% ... Training loss: 0.098 ... Validation loss: 0.211[[-0.19447706]
 [ 0.30655599]
 [ 0.12627916]
 [ 2.4843839 ]
 [ 0.27193678]
 [ 0.11504099]
 [-1.14249679]
 [-0.78285866]
 [-0.55318614]
 [-0.88020745]
 [ 1.43773288]
 [ 3.17422272]
 [-3.59093865]]
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Progress: 64.3% ... Training loss: 0.097 ... Validation loss: 0.207[[-0.1987345 ]
 [ 0.30454292]
 [ 0.12449364]
 [ 2.48059211]
 [ 0.27049056]
 [ 0.11278363]
 [-1.14508375]
 [-0.78990097]
 [-0.55177762]
 [-0.89302173]
 [ 1.4338103 ]
 [ 3.17176593]
 [-3.59232979]]
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Progress: 64.3% ... Training loss: 0.097 ... Validation loss: 0.195[[-0.19897105]
 [ 0.30361023]
 [ 0.12557817]
 [ 2.47765772]
 [ 0.27003172]
 [ 0.11424106]
 [-1.14845628]
 [-0.78203369]
 [-0.55647598]
 [-0.88977705]
 [ 1.43080248]
 [ 3.16631702]
 [-3.59758679]]
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Progress: 64.4% ... Training loss: 0.097 ... Validation loss: 0.197[[-0.1959525 ]
 [ 0.30742831]
 [ 0.12811815]
 [ 2.49383383]
 [ 0.27347962]
 [ 0.11734151]
 [-1.13449937]
 [-0.77640601]
 [-0.54797078]
 [-0.88492585]
 [ 1.44003414]
 [ 3.16421565]
 [-3.59500546]]
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Progress: 64.5% ... Training loss: 0.097 ... Validation loss: 0.202[[-0.19666724]
 [ 0.3089764 ]
 [ 0.12924787]
 [ 2.47888366]
 [ 0.27563915]
 [ 0.11859219]
 [-1.14288078]
 [-0.76824895]
 [-0.54118576]
 [-0.88609913]
 [ 1.43075752]
 [ 3.17835547]
 [-3.5951638 ]]
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Progress: 64.5% ... Training loss: 0.098 ... Validation loss: 0.208[[-0.18519705]
 [ 0.32038876]
 [ 0.13665611]
 [ 2.49498321]
 [ 0.28548236]
 [ 0.12877253]
 [-1.12062505]
 [-0.76158464]
 [-0.52264934]
 [-0.8767856 ]
 [ 1.44294725]
 [ 3.19079989]
 [-3.59980042]]
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Progress: 64.5% ... Training loss: 0.099 ... Validation loss: 0.216[[-0.19308509]
 [ 0.30844686]
 [ 0.12918703]
 [ 2.47430922]
 [ 0.27505471]
 [ 0.12000472]
 [-1.13789029]
 [-0.77776352]
 [-0.54059625]
 [-0.88402972]
 [ 1.4235155 ]
 [ 3.17072763]
 [-3.61428153]]
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Progress: 64.6% ... Training loss: 0.102 ... Validation loss: 0.201[[-0.19109659]
 [ 0.32101093]
 [ 0.13786822]
 [ 2.48659556]
 [ 0.28693275]
 [ 0.12655734]
 [-1.12863807]
 [-0.74166328]
 [-0.52526117]
 [-0.87746188]
 [ 1.43645222]
 [ 3.20798313]
 [-3.59103352]]
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Progress: 64.7% ... Training loss: 0.116 ... Validation loss: 0.236[[-0.19596607]
 [ 0.3084942 ]
 [ 0.12798878]
 [ 2.48011256]
 [ 0.27532882]
 [ 0.11878638]
 [-1.13364358]
 [-0.76807422]
 [-0.54112725]
 [-0.88903302]
 [ 1.42812258]
 [ 3.17477425]
 [-3.61347765]]
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Progress: 64.7% ... Training loss: 0.098 ... Validation loss: 0.204[[-0.19205308]
 [ 0.31384629]
 [ 0.13111781]
 [ 2.48303877]
 [ 0.28124207]
 [ 0.12345566]
 [-1.12039456]
 [-0.76016833]
 [-0.52739642]
 [-0.8906979 ]
 [ 1.43090541]
 [ 3.18970343]
 [-3.60359746]]
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Progress: 64.8% ... Training loss: 0.098 ... Validation loss: 0.207[[-0.19411062]
 [ 0.31119804]
 [ 0.13022575]
 [ 2.48689187]
 [ 0.27937156]
 [ 0.1216664 ]
 [-1.13169656]
 [-0.76660217]
 [-0.53564787]
 [-0.89531374]
 [ 1.43159684]
 [ 3.18350457]
 [-3.60420025]]
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Progress: 64.8% ... Training loss: 0.095 ... Validation loss: 0.198[[-0.19433304]
 [ 0.3132738 ]
 [ 0.13112127]
 [ 2.48628667]
 [ 0.27949291]
 [ 0.12141678]
 [-1.1405132 ]
 [-0.76730921]
 [-0.5356248 ]
 [-0.89660446]
 [ 1.43119465]
 [ 3.18709217]
 [-3.60561545]]
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Progress: 64.8% ... Training loss: 0.095 ... Validation loss: 0.194[[-0.18974906]
 [ 0.31406878]
 [ 0.13307663]
 [ 2.48917985]
 [ 0.28095186]
 [ 0.12447125]
 [-1.13252998]
 [-0.76955524]
 [-0.53419286]
 [-0.89209035]
 [ 1.4309776 ]
 [ 3.18043077]
 [-3.6060284 ]]
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   -2.28518631e-01  -4.64364134e-01  -1.48515999e-01  -4.06175557e-01
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Progress: 64.9% ... Training loss: 0.094 ... Validation loss: 0.192[[-0.19655775]
 [ 0.31184519]
 [ 0.13152608]
 [ 2.49881177]
 [ 0.28103875]
 [ 0.12034605]
 [-1.14948043]
 [-0.76063718]
 [-0.53492063]
 [-0.89247355]
 [ 1.43728837]
 [ 3.19630117]
 [-3.60115988]]
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   -2.29956401e-01  -4.64888776e-01  -1.44284772e-01  -3.98795133e-01
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Progress: 65.0% ... Training loss: 0.105 ... Validation loss: 0.203[[-0.20389591]
 [ 0.30213141]
 [ 0.12283809]
 [ 2.48145778]
 [ 0.27197661]
 [ 0.11238685]
 [-1.15957888]
 [-0.78483617]
 [-0.54746741]
 [-0.90589448]
 [ 1.42161311]
 [ 3.17335905]
 [-3.61583536]]
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   -2.29494247e-01  -4.62624871e-01  -1.46834573e-01  -4.05812921e-01
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Progress: 65.0% ... Training loss: 0.100 ... Validation loss: 0.193[[-0.18924378]
 [ 0.31975507]
 [ 0.13698578]
 [ 2.50451011]
 [ 0.28726337]
 [ 0.12546112]
 [-1.12615798]
 [-0.75401435]
 [-0.51663774]
 [-0.88482807]
 [ 1.43993392]
 [ 3.21951514]
 [-3.59208963]]
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   -2.29675372e-01  -4.62826272e-01  -1.46291090e-01  -4.05281797e-01
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    1.63963230e-01  -5.14115230e-01  -1.26364447e+00  -3.39024173e-01
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Progress: 65.0% ... Training loss: 0.124 ... Validation loss: 0.212[[-0.20090955]
 [ 0.29744762]
 [ 0.12286401]
 [ 2.47302155]
 [ 0.26902305]
 [ 0.11276581]
 [-1.15892208]
 [-0.78531867]
 [-0.56161682]
 [-0.89329085]
 [ 1.41348142]
 [ 3.16796176]
 [-3.63658698]]
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Progress: 65.1% ... Training loss: 0.120 ... Validation loss: 0.200[[-0.18925838]
 [ 0.3035796 ]
 [ 0.12966391]
 [ 2.48788962]
 [ 0.27881017]
 [ 0.12334311]
 [-1.12529457]
 [-0.76869836]
 [-0.53428736]
 [-0.88265185]
 [ 1.42442456]
 [ 3.19233235]
 [-3.60566162]]
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   -2.29562671e-01  -4.63165014e-01  -1.46613487e-01  -4.07567726e-01
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Progress: 65.2% ... Training loss: 0.096 ... Validation loss: 0.199[[-0.19552587]
 [ 0.29422056]
 [ 0.12441672]
 [ 2.47123801]
 [ 0.26923496]
 [ 0.11611482]
 [-1.14274098]
 [-0.78865237]
 [-0.55258086]
 [-0.89493409]
 [ 1.41168642]
 [ 3.17096164]
 [-3.62675638]]
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Progress: 65.2% ... Training loss: 0.107 ... Validation loss: 0.194[[-0.19068376]
 [ 0.30184472]
 [ 0.13394202]
 [ 2.48354517]
 [ 0.27894221]
 [ 0.12233105]
 [-1.14002657]
 [-0.76059556]
 [-0.54084002]
 [-0.87530717]
 [ 1.42238768]
 [ 3.20219461]
 [-3.60155106]]
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Progress: 65.2% ... Training loss: 0.107 ... Validation loss: 0.215[[-0.20307458]
 [ 0.28414217]
 [ 0.11964524]
 [ 2.46481517]
 [ 0.26202695]
 [ 0.10818444]
 [-1.15136524]
 [-0.78793055]
 [-0.56979638]
 [-0.8965897 ]
 [ 1.40413444]
 [ 3.16535708]
 [-3.62510545]]
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   -2.28275288e-01  -4.62038273e-01  -1.47561477e-01  -4.15663103e-01
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Progress: 65.3% ... Training loss: 0.115 ... Validation loss: 0.202[[-0.19393899]
 [ 0.29438455]
 [ 0.12941551]
 [ 2.48898252]
 [ 0.2712873 ]
 [ 0.11778804]
 [-1.13574619]
 [-0.76465211]
 [-0.54623967]
 [-0.87980971]
 [ 1.42036019]
 [ 3.18955267]
 [-3.60137245]]
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Progress: 65.3% ... Training loss: 0.096 ... Validation loss: 0.202[[-0.20414658]
 [ 0.28337265]
 [ 0.12102326]
 [ 2.48199189]
 [ 0.26106425]
 [ 0.10977099]
 [-1.15030087]
 [-0.77863302]
 [-0.56179044]
 [-0.89698393]
 [ 1.41204481]
 [ 3.17377686]
 [-3.60873104]]
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Progress: 65.4% ... Training loss: 0.096 ... Validation loss: 0.199[[-0.19649959]
 [ 0.29203059]
 [ 0.12734578]
 [ 2.4912523 ]
 [ 0.2693885 ]
 [ 0.11721796]
 [-1.14087388]
 [-0.77423855]
 [-0.54967417]
 [-0.88586993]
 [ 1.41965431]
 [ 3.18793092]
 [-3.60438326]]
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Progress: 65.5% ... Training loss: 0.096 ... Validation loss: 0.201[[-0.2017973 ]
 [ 0.28490678]
 [ 0.12016136]
 [ 2.47082333]
 [ 0.26138855]
 [ 0.11133191]
 [-1.15867548]
 [-0.79196816]
 [-0.56173916]
 [-0.89780683]
 [ 1.40063449]
 [ 3.16543458]
 [-3.6193977 ]]
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   -2.24911945e-01  -4.60803088e-01  -1.57412380e-01  -4.36041247e-01
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Progress: 65.5% ... Training loss: 0.108 ... Validation loss: 0.197[[-0.18819886]
 [ 0.31106338]
 [ 0.14008371]
 [ 2.50300906]
 [ 0.28511023]
 [ 0.12858043]
 [-1.13261217]
 [-0.74358146]
 [-0.52258424]
 [-0.87813355]
 [ 1.42951813]
 [ 3.22865378]
 [-3.58404247]]
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   -2.26770936e-01  -4.60783724e-01  -1.53568085e-01  -4.26625065e-01
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Progress: 65.5% ... Training loss: 0.155 ... Validation loss: 0.241[[-0.20289038]
 [ 0.29041341]
 [ 0.12497836]
 [ 2.46581207]
 [ 0.26469172]
 [ 0.11404764]
 [-1.17256783]
 [-0.78512158]
 [-0.57105168]
 [-0.89956629]
 [ 1.40107411]
 [ 3.17670226]
 [-3.61087792]]
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Progress: 65.6% ... Training loss: 0.105 ... Validation loss: 0.199[[-0.18373741]
 [ 0.31523555]
 [ 0.1431315 ]
 [ 2.499472  ]
 [ 0.28924996]
 [ 0.13392031]
 [-1.12840679]
 [-0.75194804]
 [-0.52452593]
 [-0.87933741]
 [ 1.4303931 ]
 [ 3.22142685]
 [-3.58094345]]
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Progress: 65.7% ... Training loss: 0.132 ... Validation loss: 0.223[[-0.20222101]
 [ 0.29282379]
 [ 0.12658837]
 [ 2.47276333]
 [ 0.26850905]
 [ 0.11657533]
 [-1.16820287]
 [-0.78544007]
 [-0.56326365]
 [-0.90442311]
 [ 1.40420679]
 [ 3.17788765]
 [-3.61526351]]
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Progress: 65.7% ... Training loss: 0.103 ... Validation loss: 0.193[[-0.1796568 ]
 [ 0.31811827]
 [ 0.14832295]
 [ 2.50249464]
 [ 0.29355669]
 [ 0.13990084]
 [-1.12519113]
 [-0.74186649]
 [-0.5265277 ]
 [-0.85999418]
 [ 1.4282239 ]
 [ 3.22060197]
 [-3.59386805]]
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Progress: 65.8% ... Training loss: 0.116 ... Validation loss: 0.229[[-0.1989817 ]
 [ 0.2985976 ]
 [ 0.13182375]
 [ 2.47400628]
 [ 0.27394812]
 [ 0.12362235]
 [-1.16339766]
 [-0.7676528 ]
 [-0.56220782]
 [-0.88030189]
 [ 1.4047264 ]
 [ 3.18347036]
 [-3.62335141]]
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Progress: 65.8% ... Training loss: 0.099 ... Validation loss: 0.196[[-0.1900168 ]
 [ 0.30532727]
 [ 0.13678295]
 [ 2.48946946]
 [ 0.28101341]
 [ 0.13123074]
 [-1.14345453]
 [-0.76453463]
 [-0.54415258]
 [-0.87983221]
 [ 1.41506332]
 [ 3.20068801]
 [-3.61320177]]
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Progress: 65.8% ... Training loss: 0.095 ... Validation loss: 0.192[[-0.18631714]
 [ 0.30889718]
 [ 0.1389488 ]
 [ 2.49117693]
 [ 0.28255293]
 [ 0.13427214]
 [-1.14588661]
 [-0.76306649]
 [-0.5502116 ]
 [-0.86993808]
 [ 1.41608103]
 [ 3.19645145]
 [-3.62108275]]
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Progress: 65.9% ... Training loss: 0.093 ... Validation loss: 0.197[[-0.18467145]
 [ 0.30886786]
 [ 0.13988843]
 [ 2.4937727 ]
 [ 0.28228891]
 [ 0.13521408]
 [-1.13936761]
 [-0.76132852]
 [-0.5483738 ]
 [-0.8660289 ]
 [ 1.41666946]
 [ 3.19256354]
 [-3.62455341]]
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Progress: 66.0% ... Training loss: 0.093 ... Validation loss: 0.199[[-0.19080551]
 [ 0.30402024]
 [ 0.13598548]
 [ 2.490115  ]
 [ 0.27778023]
 [ 0.13102841]
 [-1.15372086]
 [-0.77891672]
 [-0.56023268]
 [-0.87956387]
 [ 1.41484652]
 [ 3.18506871]
 [-3.627239  ]]
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   -2.27344688e-01  -4.66549085e-01  -1.50707048e-01  -4.30910313e-01
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    1.65946661e-01  -5.29069334e-01  -1.26724657e+00  -3.40763860e-01
   -2.30925604e+00]]
Progress: 66.0% ... Training loss: 0.097 ... Validation loss: 0.189[[-0.18077206]
 [ 0.31261832]
 [ 0.14253456]
 [ 2.49959382]
 [ 0.28605641]
 [ 0.13934046]
 [-1.12680195]
 [-0.77249109]
 [-0.54213362]
 [-0.87099376]
 [ 1.4218155 ]
 [ 3.19806887]
 [-3.60657167]]
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   -8.35525619e-02  -1.58520209e-01  -1.63375311e-01   6.79471412e-02
   -2.26990873e-01  -4.68131463e-01  -1.51730791e-01  -4.32445667e-01
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    1.66788419e-01  -5.29497132e-01  -1.26780622e+00  -3.44728958e-01
   -2.30819398e+00]]
Progress: 66.0% ... Training loss: 0.095 ... Validation loss: 0.197[[-0.18677351]
 [ 0.30612417]
 [ 0.13761229]
 [ 2.49425441]
 [ 0.28001755]
 [ 0.13445804]
 [-1.13402821]
 [-0.78197526]
 [-0.55214668]
 [-0.88222949]
 [ 1.41746303]
 [ 3.1935425 ]
 [-3.61520616]]
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    1.66315475e-01  -5.30334422e-01  -1.26699314e+00  -3.38367577e-01
   -2.31015460e+00]]
Progress: 66.1% ... Training loss: 0.095 ... Validation loss: 0.191[[-0.18690214]
 [ 0.3121185 ]
 [ 0.1416336 ]
 [ 2.49849954]
 [ 0.28404068]
 [ 0.13533483]
 [-1.13988309]
 [-0.77385261]
 [-0.54497261]
 [-0.88180998]
 [ 1.42101069]
 [ 3.21308183]
 [-3.61082287]]
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   -2.26247649e-01  -4.65246204e-01  -1.53996631e-01  -4.37836184e-01
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    1.66036571e-01  -5.29914147e-01  -1.26683895e+00  -3.34051549e-01
   -2.31265842e+00]]
Progress: 66.2% ... Training loss: 0.096 ... Validation loss: 0.195[[-0.18904729]
 [ 0.3091255 ]
 [ 0.13901049]
 [ 2.49659105]
 [ 0.28132902]
 [ 0.13362626]
 [-1.14278634]
 [-0.77973579]
 [-0.54897784]
 [-0.88666691]
 [ 1.41884983]
 [ 3.21221316]
 [-3.62017351]]
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   -8.38143923e-02  -1.58780940e-01  -1.60541509e-01   6.91474471e-02
   -2.26170775e-01  -4.65549809e-01  -1.53328019e-01  -4.36244859e-01
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    1.65104632e-01  -5.28931113e-01  -1.26658621e+00  -3.30909992e-01
   -2.31429378e+00]]
Progress: 66.2% ... Training loss: 0.093 ... Validation loss: 0.187[[-0.18805999]
 [ 0.31017687]
 [ 0.13915657]
 [ 2.49808009]
 [ 0.28183807]
 [ 0.13444121]
 [-1.14236966]
 [-0.7808449 ]
 [-0.55541779]
 [-0.88582385]
 [ 1.41962469]
 [ 3.21195681]
 [-3.62238414]]
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   -8.36265730e-02  -1.58722985e-01  -1.60756455e-01   6.81982778e-02
   -2.26806515e-01  -4.65512885e-01  -1.51476423e-01  -4.33298301e-01
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    1.64590512e-01  -5.31295505e-01  -1.26674814e+00  -3.25747403e-01
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Progress: 66.2% ... Training loss: 0.093 ... Validation loss: 0.188[[-0.18727627]
 [ 0.30948134]
 [ 0.14107637]
 [ 2.50055095]
 [ 0.28211586]
 [ 0.13444862]
 [-1.15466834]
 [-0.77564326]
 [-0.55868437]
 [-0.87672527]
 [ 1.42011588]
 [ 3.21264382]
 [-3.62617783]]
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   -2.27761393e-01  -4.67370043e-01  -1.48125479e-01  -4.24457800e-01
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    1.66498646e-01  -5.30649114e-01  -1.26881366e+00  -3.32237831e-01
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Progress: 66.3% ... Training loss: 0.093 ... Validation loss: 0.190[[-0.18993033]
 [ 0.30982511]
 [ 0.13878088]
 [ 2.50639584]
 [ 0.28133205]
 [ 0.13192784]
 [-1.15162073]
 [-0.77951913]
 [-0.55756915]
 [-0.88431282]
 [ 1.42269362]
 [ 3.20902044]
 [-3.62883364]]
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   -2.27503465e-01  -4.66251073e-01  -1.48820262e-01  -4.29095501e-01
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    1.67073448e-01  -5.30226588e-01  -1.26873973e+00  -3.32336712e-01
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Progress: 66.3% ... Training loss: 0.093 ... Validation loss: 0.187[[-0.19602572]
 [ 0.30468034]
 [ 0.13895363]
 [ 2.49874673]
 [ 0.27627269]
 [ 0.1285425 ]
 [-1.15894711]
 [-0.77775412]
 [-0.568884  ]
 [-0.88133097]
 [ 1.4160848 ]
 [ 3.20679841]
 [-3.62696625]]
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   -2.26039905e-01  -4.64892507e-01  -1.53035480e-01  -4.38199025e-01
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    1.68901489e-01  -5.31251518e-01  -1.27224131e+00  -3.38045332e-01
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Progress: 66.4% ... Training loss: 0.094 ... Validation loss: 0.194[[-0.19068037]
 [ 0.3079991 ]
 [ 0.13959003]
 [ 2.50689195]
 [ 0.27721546]
 [ 0.13046763]
 [-1.15216478]
 [-0.77964358]
 [-0.56072267]
 [-0.88540277]
 [ 1.41994461]
 [ 3.20905404]
 [-3.62381392]]
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   -8.44848804e-02  -1.59027424e-01  -1.56412959e-01   7.17687225e-02
   -2.24859845e-01  -4.62194635e-01  -1.56062592e-01  -4.42282704e-01
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    1.69684296e-01  -5.29696054e-01  -1.27400931e+00  -3.47878518e-01
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Progress: 66.5% ... Training loss: 0.092 ... Validation loss: 0.186[[-0.18632366]
 [ 0.31342969]
 [ 0.14327979]
 [ 2.50943365]
 [ 0.28156259]
 [ 0.1365495 ]
 [-1.14630092]
 [-0.76677316]
 [-0.55411625]
 [-0.87533709]
 [ 1.42168178]
 [ 3.21681788]
 [-3.62757853]]
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   -8.48330706e-02  -1.59185145e-01  -1.53738609e-01   7.23272720e-02
   -2.23772887e-01  -4.61751812e-01  -1.59324331e-01  -4.49643536e-01
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 [ -1.60217261e-01   1.28273303e-02  -2.44146588e-01  -2.09473251e+00
   -2.64656720e-01  -2.49423519e-01   1.73370148e-01  -4.52587552e-01
    1.68715092e-01  -5.32035377e-01  -1.27242196e+00  -3.40412757e-01
   -2.31597335e+00]]
Progress: 66.5% ... Training loss: 0.093 ... Validation loss: 0.195[[-0.196399  ]
 [ 0.30095385]
 [ 0.13307042]
 [ 2.48354345]
 [ 0.26811309]
 [ 0.12757668]
 [-1.16283112]
 [-0.79343315]
 [-0.57467194]
 [-0.89142663]
 [ 1.40018099]
 [ 3.18083593]
 [-3.64983708]]
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   -2.22222825e-01  -4.60843853e-01  -1.62693927e-01  -4.60933638e-01
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Progress: 66.5% ... Training loss: 0.125 ... Validation loss: 0.206[[-0.17839439]
 [ 0.32870406]
 [ 0.15472655]
 [ 2.52549916]
 [ 0.29522792]
 [ 0.14815176]
 [-1.11018155]
 [-0.74175198]
 [-0.5258806 ]
 [-0.86080708]
 [ 1.4356995 ]
 [ 3.24211951]
 [-3.5947367 ]]
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   -2.23929656e-01  -4.62513531e-01  -1.58646945e-01  -4.50330480e-01
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    1.64613121e-01  -5.33597562e-01  -1.27004210e+00  -3.19909909e-01
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Progress: 66.6% ... Training loss: 0.146 ... Validation loss: 0.241[[-0.19621209]
 [ 0.30564578]
 [ 0.13795393]
 [ 2.49148013]
 [ 0.27429876]
 [ 0.13036302]
 [-1.15571897]
 [-0.77828255]
 [-0.57099982]
 [-0.88039988]
 [ 1.4093789 ]
 [ 3.20351508]
 [-3.62635351]]
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    5.14911042e-01]
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   -8.01281158e-02  -2.19125173e-01   1.35681587e-01  -4.99432740e-01
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   -8.56798423e-02  -1.59456286e-01  -1.50048872e-01   7.55817759e-02
   -2.21414273e-01  -4.60870649e-01  -1.64370525e-01  -4.64909839e-01
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    1.65141788e-01  -5.33606390e-01  -1.27028482e+00  -3.21995200e-01
   -2.32534833e+00]]
Progress: 66.7% ... Training loss: 0.097 ... Validation loss: 0.199[[-0.1913571 ]
 [ 0.31059909]
 [ 0.14222393]
 [ 2.49361931]
 [ 0.27762349]
 [ 0.1355836 ]
 [-1.14382222]
 [-0.76654093]
 [-0.5616845 ]
 [-0.87269591]
 [ 1.40919285]
 [ 3.20618581]
 [-3.62076969]]
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   -7.93393468e-02  -2.18059501e-01   1.33477472e-01  -5.03372348e-01
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   -8.52397166e-02  -1.59281029e-01  -1.50975347e-01   7.28600681e-02
   -2.22212690e-01  -4.61995946e-01  -1.62527869e-01  -4.57624453e-01
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 [ -1.60937320e-01   1.44001929e-02  -2.43735988e-01  -2.09464674e+00
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    1.64687813e-01  -5.34553853e-01  -1.26984480e+00  -3.17837968e-01
   -2.32621640e+00]]
Progress: 66.7% ... Training loss: 0.094 ... Validation loss: 0.202[[-0.18808577]
 [ 0.31144111]
 [ 0.14152417]
 [ 2.50055876]
 [ 0.27901312]
 [ 0.13775064]
 [-1.13091997]
 [-0.77698835]
 [-0.555913  ]
 [-0.87904413]
 [ 1.4123781 ]
 [ 3.20382871]
 [-3.62490102]]
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   -8.50410568e-02  -1.59257082e-01  -1.52581147e-01   7.23416658e-02
   -2.23179003e-01  -4.61444716e-01  -1.60217173e-01  -4.53389958e-01
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    1.64551461e-01  -5.33514869e-01  -1.26988122e+00  -3.17327866e-01
   -2.32540389e+00]]
Progress: 66.8% ... Training loss: 0.093 ... Validation loss: 0.194[[-0.18473467]
 [ 0.31625837]
 [ 0.14567048]
 [ 2.51247877]
 [ 0.28449017]
 [ 0.13907233]
 [-1.12702673]
 [-0.76759589]
 [-0.54016377]
 [-0.88046052]
 [ 1.41944342]
 [ 3.22092979]
 [-3.62370264]]
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   -8.44748533e-02  -1.59027314e-01  -1.55152299e-01   7.12219292e-02
   -2.24142216e-01  -4.62701075e-01  -1.57374426e-01  -4.49417511e-01
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    1.65126332e-01  -5.33188886e-01  -1.27064717e+00  -3.14363843e-01
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Progress: 66.8% ... Training loss: 0.094 ... Validation loss: 0.194[[-0.18825801]
 [ 0.30746997]
 [ 0.14046861]
 [ 2.51571452]
 [ 0.27839418]
 [ 0.13530693]
 [-1.1275226 ]
 [-0.77870023]
 [-0.55685513]
 [-0.88353055]
 [ 1.4171621 ]
 [ 3.20733342]
 [-3.63496646]]
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    4.27321474e-01]
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   -8.42272944e-02  -1.58846381e-01  -1.58015798e-01   7.07558287e-02
   -2.25104833e-01  -4.63731232e-01  -1.54082311e-01  -4.46109256e-01
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    1.66762381e-01  -5.32514254e-01  -1.27253715e+00  -3.22378496e-01
   -2.33032970e+00]]
Progress: 66.8% ... Training loss: 0.093 ... Validation loss: 0.194[[-0.1893903 ]
 [ 0.30693944]
 [ 0.14007812]
 [ 2.50984326]
 [ 0.27831525]
 [ 0.13427411]
 [-1.12455509]
 [-0.77647227]
 [-0.5523845 ]
 [-0.88890225]
 [ 1.41241537]
 [ 3.21527538]
 [-3.63763924]]
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 [ -2.26877492e-01  -3.02687399e-01  -3.24848619e-01   2.53241242e-03
   -8.41453909e-02  -1.58873855e-01  -1.58674664e-01   7.03886386e-02
   -2.25870068e-01  -4.63199763e-01  -1.52237818e-01  -4.40338667e-01
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    1.64170729e-01  -5.35283908e-01  -1.27056728e+00  -3.11996746e-01
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Progress: 66.9% ... Training loss: 0.092 ... Validation loss: 0.193[[-0.18702532]
 [ 0.30969155]
 [ 0.14032307]
 [ 2.51422558]
 [ 0.28086704]
 [ 0.13592348]
 [-1.12636961]
 [-0.77884011]
 [-0.54796858]
 [-0.88972395]
 [ 1.41477664]
 [ 3.2127701 ]
 [-3.63682014]]
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   -2.25941498e-01  -4.63230436e-01  -1.51603687e-01  -4.38770131e-01
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    1.64602132e-01  -5.35239868e-01  -1.27233017e+00  -3.15105717e-01
   -2.33387943e+00]]
Progress: 67.0% ... Training loss: 0.092 ... Validation loss: 0.193[[-0.17777641]
 [ 0.31921437]
 [ 0.14756331]
 [ 2.52290811]
 [ 0.29071435]
 [ 0.14591148]
 [-1.11251092]
 [-0.76775401]
 [-0.53134832]
 [-0.88295997]
 [ 1.41952617]
 [ 3.22867578]
 [-3.64027805]]
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   -2.27263815e-01  -4.64646110e-01  -1.47444428e-01  -4.29687162e-01
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    1.62707582e-01  -5.35490564e-01  -1.27225318e+00  -3.09213340e-01
   -2.33598305e+00]]
Progress: 67.0% ... Training loss: 0.093 ... Validation loss: 0.191[[-0.1869442 ]
 [ 0.31087989]
 [ 0.14220007]
 [ 2.50976063]
 [ 0.28124392]
 [ 0.13802437]
 [-1.13725663]
 [-0.77780628]
 [-0.55316725]
 [-0.89108666]
 [ 1.40690697]
 [ 3.20892916]
 [-3.65142191]]
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   -2.27283243e-01  -4.63968841e-01  -1.47460133e-01  -4.32946064e-01
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    1.64252773e-01  -5.37099576e-01  -1.27450073e+00  -3.14942159e-01
   -2.33506222e+00]]
Progress: 67.0% ... Training loss: 0.098 ... Validation loss: 0.193[[-0.1851519 ]
 [ 0.31450183]
 [ 0.14459381]
 [ 2.52595541]
 [ 0.28466753]
 [ 0.14070215]
 [-1.12390443]
 [-0.77542428]
 [-0.5413708 ]
 [-0.89054394]
 [ 1.41690398]
 [ 3.22334665]
 [-3.63864477]]
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 [ -1.61660133e-01   1.49033487e-02  -2.43460838e-01  -2.10147796e+00
   -2.63273757e-01  -2.48560726e-01   1.61218066e-01  -4.55940874e-01
    1.63189437e-01  -5.37239839e-01  -1.27376914e+00  -3.09980561e-01
   -2.33780224e+00]]
Progress: 67.1% ... Training loss: 0.092 ... Validation loss: 0.190[[-0.18428527]
 [ 0.3163878 ]
 [ 0.14553216]
 [ 2.53183716]
 [ 0.28594012]
 [ 0.1413781 ]
 [-1.12645448]
 [-0.77606163]
 [-0.54307849]
 [-0.89306114]
 [ 1.41903388]
 [ 3.23167689]
 [-3.64678365]]
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 [ -1.61763588e-01   1.50540164e-02  -2.43363856e-01  -2.10367627e+00
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    1.63778247e-01  -5.38536326e-01  -1.27473880e+00  -3.11667958e-01
   -2.33862022e+00]]
Progress: 67.2% ... Training loss: 0.092 ... Validation loss: 0.195[[-0.18742244]
 [ 0.30849257]
 [ 0.14138841]
 [ 2.53623027]
 [ 0.27856049]
 [ 0.13530633]
 [-1.12944553]
 [-0.78583138]
 [-0.54700322]
 [-0.90176384]
 [ 1.41730092]
 [ 3.22508999]
 [-3.65680044]]
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    1.63048112e-01  -5.39238479e-01  -1.27544863e+00  -3.09403040e-01
   -2.33944210e+00]]
Progress: 67.2% ... Training loss: 0.093 ... Validation loss: 0.186[[-0.19385925]
 [ 0.30636415]
 [ 0.14025651]
 [ 2.53242701]
 [ 0.27548246]
 [ 0.1320633 ]
 [-1.1436617 ]
 [-0.78564726]
 [-0.55957657]
 [-0.90715267]
 [ 1.41524492]
 [ 3.21952734]
 [-3.6559287 ]]
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    1.63596585e-01  -5.39518963e-01  -1.27538041e+00  -3.08337616e-01
   -2.33889344e+00]]
Progress: 67.2% ... Training loss: 0.094 ... Validation loss: 0.186[[-0.18729508]
 [ 0.31575733]
 [ 0.14964709]
 [ 2.54889526]
 [ 0.28552478]
 [ 0.13992805]
 [-1.14611393]
 [-0.7645365 ]
 [-0.55953464]
 [-0.8828744 ]
 [ 1.42702055]
 [ 3.23567496]
 [-3.6423661 ]]
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    1.65237789e-01  -5.40213728e-01  -1.27647275e+00  -3.08884139e-01
   -2.33876151e+00]]
Progress: 67.3% ... Training loss: 0.093 ... Validation loss: 0.203[[-0.18444685]
 [ 0.31446924]
 [ 0.14932813]
 [ 2.553373  ]
 [ 0.28374717]
 [ 0.13954648]
 [-1.13895119]
 [-0.77421453]
 [-0.5565833 ]
 [-0.89099655]
 [ 1.42713742]
 [ 3.22844952]
 [-3.64816941]]
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   -2.33756883e+00]]
Progress: 67.3% ... Training loss: 0.091 ... Validation loss: 0.189[[-0.18338484]
 [ 0.31592448]
 [ 0.14942522]
 [ 2.55919588]
 [ 0.28285606]
 [ 0.14035504]
 [-1.13866392]
 [-0.77679405]
 [-0.55421398]
 [-0.89294767]
 [ 1.4301865 ]
 [ 3.23309018]
 [-3.64847969]]
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Progress: 67.4% ... Training loss: 0.092 ... Validation loss: 0.188[[-0.19277683]
 [ 0.3094459 ]
 [ 0.146661  ]
 [ 2.5604005 ]
 [ 0.27710282]
 [ 0.13452134]
 [-1.16196369]
 [-0.77841062]
 [-0.57065615]
 [-0.89656382]
 [ 1.42974243]
 [ 3.22749339]
 [-3.65552458]]
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   -2.24839685e-01  -4.56080659e-01  -1.53898769e-01  -4.60047780e-01
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 [ -1.61526552e-01   1.43047513e-02  -2.43668269e-01  -2.11147249e+00
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Progress: 67.5% ... Training loss: 0.091 ... Validation loss: 0.189[[-0.18694095]
 [ 0.31581272]
 [ 0.15208429]
 [ 2.56718267]
 [ 0.28338063]
 [ 0.14129397]
 [-1.1530951 ]
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   -2.24953793e-01  -4.54968989e-01  -1.54378854e-01  -4.63074427e-01
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Progress: 67.5% ... Training loss: 0.090 ... Validation loss: 0.191[[-0.19659453]
 [ 0.30664066]
 [ 0.14499629]
 [ 2.57215392]
 [ 0.27528436]
 [ 0.13206722]
 [-1.16891379]
 [-0.78418144]
 [-0.5772224 ]
 [-0.89660878]
 [ 1.43269912]
 [ 3.23143101]
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Progress: 67.5% ... Training loss: 0.091 ... Validation loss: 0.188[[-0.19317264]
 [ 0.31117956]
 [ 0.14913278]
 [ 2.57822882]
 [ 0.28055407]
 [ 0.13555283]
 [-1.16077021]
 [-0.77366721]
 [-0.5682813 ]
 [-0.89397679]
 [ 1.43653542]
 [ 3.24333234]
 [-3.65575437]]
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   -8.48160674e-02  -1.59508188e-01  -1.58723090e-01   7.50521203e-02
   -2.26129718e-01  -4.56527334e-01  -1.50373056e-01  -4.55342049e-01
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 [ -1.61774877e-01   1.46183343e-02  -2.43658688e-01  -2.11359024e+00
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    1.66486803e-01  -5.37503946e-01  -1.27926428e+00  -3.03237185e-01
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Progress: 67.6% ... Training loss: 0.092 ... Validation loss: 0.195[[-0.19496144]
 [ 0.30439591]
 [ 0.14372852]
 [ 2.56626593]
 [ 0.2728669 ]
 [ 0.13112318]
 [-1.16997959]
 [-0.79488078]
 [-0.59092742]
 [-0.89755428]
 [ 1.4247001 ]
 [ 3.21203978]
 [-3.67671864]]
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   -8.46872606e-02  -1.59413200e-01  -1.60245700e-01   7.59352766e-02
   -2.26623308e-01  -4.56609617e-01  -1.49658257e-01  -4.54597600e-01
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 [ -1.61370741e-01   1.39385639e-02  -2.43954795e-01  -2.11870136e+00
   -2.64198370e-01  -2.48723590e-01   1.71468526e-01  -4.51939498e-01
    1.68674737e-01  -5.35952187e-01  -1.28191887e+00  -3.15909271e-01
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Progress: 67.7% ... Training loss: 0.114 ... Validation loss: 0.190[[-0.17916501]
 [ 0.32247301]
 [ 0.15882751]
 [ 2.60685258]
 [ 0.29016303]
 [ 0.14492318]
 [-1.13161158]
 [-0.76431954]
 [-0.55617197]
 [-0.87419846]
 [ 1.4554371 ]
 [ 3.24458298]
 [-3.64589997]]
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   -2.29345281e-01  -4.58393602e-01  -1.42892477e-01  -4.38750762e-01
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 [ -1.61538373e-01   1.39046127e-02  -2.43925605e-01  -2.11943909e+00
   -2.64222716e-01  -2.48685966e-01   1.71502959e-01  -4.50612684e-01
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Progress: 67.7% ... Training loss: 0.110 ... Validation loss: 0.229[[-0.19451021]
 [ 0.30151532]
 [ 0.14263192]
 [ 2.57062523]
 [ 0.26953185]
 [ 0.12847234]
 [-1.18231677]
 [-0.80517596]
 [-0.59583803]
 [-0.90262568]
 [ 1.42621898]
 [ 3.20102373]
 [-3.68132905]]
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   -2.27326882e-01  -4.55442761e-01  -1.47580767e-01  -4.47012364e-01
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 [ -1.61840334e-01   1.42166876e-02  -2.43754610e-01  -2.11947435e+00
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Progress: 67.8% ... Training loss: 0.121 ... Validation loss: 0.192[[-0.18185384]
 [ 0.31940615]
 [ 0.15791897]
 [ 2.59860151]
 [ 0.2873189 ]
 [ 0.14180701]
 [-1.14898434]
 [-0.7675221 ]
 [-0.56166786]
 [-0.87857293]
 [ 1.44734791]
 [ 3.24548855]
 [-3.65003838]]
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   -8.34145990e-02  -1.59012765e-01  -1.67545240e-01   6.99638488e-02
   -2.30963481e-01  -4.59078030e-01  -1.39934803e-01  -4.33549522e-01
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 [ -1.62336002e-01   1.53552247e-02  -2.43390710e-01  -2.11905936e+00
   -2.63068345e-01  -2.48127232e-01   1.63476941e-01  -4.54049701e-01
    1.65413243e-01  -5.40068877e-01  -1.28073353e+00  -2.95221541e-01
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Progress: 67.8% ... Training loss: 0.101 ... Validation loss: 0.210[[-0.19516814]
 [ 0.30851088]
 [ 0.14719317]
 [ 2.57531271]
 [ 0.27594145]
 [ 0.13122841]
 [-1.18293137]
 [-0.78469493]
 [-0.57753445]
 [-0.90543072]
 [ 1.42787589]
 [ 3.22805425]
 [-3.6742384 ]]
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   -2.28107405e-01  -4.58953200e-01  -1.47552293e-01  -4.49372957e-01
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 [ -1.62483039e-01   1.57718714e-02  -2.43308201e-01  -2.11983470e+00
   -2.62693520e-01  -2.48019066e-01   1.62381260e-01  -4.55315508e-01
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Progress: 67.8% ... Training loss: 0.094 ... Validation loss: 0.185[[-0.18508759]
 [ 0.32229947]
 [ 0.15635064]
 [ 2.61177385]
 [ 0.28857625]
 [ 0.14068298]
 [-1.1542133 ]
 [-0.7552229 ]
 [-0.5480738 ]
 [-0.89251476]
 [ 1.45421275]
 [ 3.27010799]
 [-3.64914624]]
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   -8.37157954e-02  -1.59249461e-01  -1.64098651e-01   6.77939210e-02
   -2.29999061e-01  -4.60925172e-01  -1.42426624e-01  -4.36658434e-01
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 [ -1.62354905e-01   1.58220109e-02  -2.43369399e-01  -2.12254052e+00
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Progress: 67.9% ... Training loss: 0.128 ... Validation loss: 0.223[[-0.20187805]
 [ 0.29781931]
 [ 0.13851944]
 [ 2.57344592]
 [ 0.26491876]
 [ 0.12385449]
 [-1.18583791]
 [-0.79465149]
 [-0.59792628]
 [-0.91397445]
 [ 1.42114776]
 [ 3.20932997]
 [-3.68722528]]
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   -2.28887219e-01  -4.58535476e-01  -1.45842066e-01  -4.45433442e-01
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 [ -1.62166675e-01   1.49398280e-02  -2.43617686e-01  -2.12505911e+00
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Progress: 68.0% ... Training loss: 0.121 ... Validation loss: 0.197[[-0.19118265]
 [ 0.31071929]
 [ 0.14952363]
 [ 2.59778698]
 [ 0.27844639]
 [ 0.13577076]
 [-1.15988827]
 [-0.76874185]
 [-0.56906976]
 [-0.8932426 ]
 [ 1.43880513]
 [ 3.24095991]
 [-3.65427914]]
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Progress: 68.0% ... Training loss: 0.095 ... Validation loss: 0.206[[-0.1972541 ]
 [ 0.30771812]
 [ 0.14331895]
 [ 2.59421239]
 [ 0.27341701]
 [ 0.13052012]
 [-1.16458606]
 [-0.78220492]
 [-0.5729528 ]
 [-0.90907181]
 [ 1.43539058]
 [ 3.22885298]
 [-3.67027258]]
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   -2.29112762e-01  -4.59049067e-01  -1.44940632e-01  -4.46474957e-01
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Progress: 68.0% ... Training loss: 0.090 ... Validation loss: 0.185[[-0.19683581]
 [ 0.30904983]
 [ 0.1456722 ]
 [ 2.59155384]
 [ 0.27490809]
 [ 0.13255745]
 [-1.17705451]
 [-0.77523961]
 [-0.58200388]
 [-0.90214357]
 [ 1.43292054]
 [ 3.23185417]
 [-3.66284421]]
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   -8.39880858e-02  -1.59369498e-01  -1.63273363e-01   6.89222398e-02
   -2.29664762e-01  -4.59610052e-01  -1.43428938e-01  -4.44501369e-01
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Progress: 68.1% ... Training loss: 0.090 ... Validation loss: 0.189[[-0.19973568]
 [ 0.30626355]
 [ 0.1434563 ]
 [ 2.59612202]
 [ 0.27141514]
 [ 0.12933623]
 [-1.17019736]
 [-0.78673513]
 [-0.57685721]
 [-0.91420706]
 [ 1.43343265]
 [ 3.22196807]
 [-3.66320702]]
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   -2.29810124e-01  -4.59181230e-01  -1.41406715e-01  -4.38749003e-01
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Progress: 68.2% ... Training loss: 0.091 ... Validation loss: 0.180[[-0.19521579]
 [ 0.31122144]
 [ 0.14938366]
 [ 2.59958007]
 [ 0.27603723]
 [ 0.13630928]
 [-1.17717864]
 [-0.77250731]
 [-0.58017353]
 [-0.89790735]
 [ 1.43428238]
 [ 3.22787624]
 [-3.65679766]]
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   -8.38627931e-02  -1.59472751e-01  -1.62962295e-01   6.73712194e-02
   -2.29857654e-01  -4.59012086e-01  -1.40780467e-01  -4.37193599e-01
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 [ -1.62631341e-01   1.48222847e-02  -2.43809798e-01  -2.13835167e+00
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Progress: 68.2% ... Training loss: 0.090 ... Validation loss: 0.187[[-0.18983137]
 [ 0.31589761]
 [ 0.15338664]
 [ 2.61280086]
 [ 0.28191247]
 [ 0.14226525]
 [-1.16459463]
 [-0.76663255]
 [-0.57231642]
 [-0.88963971]
 [ 1.44435359]
 [ 3.24159365]
 [-3.65752359]]
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   -2.30361842e-01  -4.60132593e-01  -1.39485392e-01  -4.34436918e-01
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Progress: 68.2% ... Training loss: 0.092 ... Validation loss: 0.199[[-0.19700134]
 [ 0.30607805]
 [ 0.14601954]
 [ 2.59998409]
 [ 0.27398891]
 [ 0.13571665]
 [-1.17491845]
 [-0.79050883]
 [-0.58711384]
 [-0.90049555]
 [ 1.43303006]
 [ 3.22478889]
 [-3.6677536 ]]
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   -2.28397759e-01  -4.58373321e-01  -1.42718054e-01  -4.43085563e-01
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Progress: 68.3% ... Training loss: 0.098 ... Validation loss: 0.183[[-0.18622562]
 [ 0.32483601]
 [ 0.15978443]
 [ 2.61953592]
 [ 0.29107158]
 [ 0.14849507]
 [-1.15061742]
 [-0.75203599]
 [-0.55790433]
 [-0.88067973]
 [ 1.44955192]
 [ 3.26432886]
 [-3.64184313]]
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   -2.28517861e-01  -4.59648458e-01  -1.43936927e-01  -4.45203695e-01
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Progress: 68.3% ... Training loss: 0.118 ... Validation loss: 0.223[[-0.19873446]
 [ 0.3151893 ]
 [ 0.15067058]
 [ 2.59160835]
 [ 0.28015882]
 [ 0.14063656]
 [-1.17965462]
 [-0.76783623]
 [-0.57900249]
 [-0.90862265]
 [ 1.42855266]
 [ 3.23800422]
 [-3.66683207]]
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   -2.28047170e-01  -4.59431817e-01  -1.44960120e-01  -4.46493233e-01
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Progress: 68.4% ... Training loss: 0.092 ... Validation loss: 0.190[[-0.19021987]
 [ 0.32189   ]
 [ 0.15718034]
 [ 2.5984912 ]
 [ 0.28758178]
 [ 0.14905003]
 [-1.16387794]
 [-0.76532622]
 [-0.56900393]
 [-0.90374949]
 [ 1.43370452]
 [ 3.24564156]
 [-3.65822796]]
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   -2.29856620e-01  -4.62115830e-01  -1.39941302e-01  -4.37755948e-01
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Progress: 68.5% ... Training loss: 0.091 ... Validation loss: 0.190[[-0.18915846]
 [ 0.31966748]
 [ 0.15539871]
 [ 2.59213427]
 [ 0.28508547]
 [ 0.14885022]
 [-1.16948308]
 [-0.7705987 ]
 [-0.5785731 ]
 [-0.90398746]
 [ 1.4295345 ]
 [ 3.24126321]
 [-3.66680814]]
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   -2.29746902e-01  -4.62276146e-01  -1.39206979e-01  -4.37425942e-01
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Progress: 68.5% ... Training loss: 0.090 ... Validation loss: 0.188[[-0.19621238]
 [ 0.31272696]
 [ 0.1498566 ]
 [ 2.58703847]
 [ 0.27745847]
 [ 0.14144135]
 [-1.17395436]
 [-0.78029107]
 [-0.58797655]
 [-0.91394292]
 [ 1.42209434]
 [ 3.22303725]
 [-3.67516724]]
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   -2.28364556e-01  -4.60315138e-01  -1.42129107e-01  -4.47862713e-01
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Progress: 68.5% ... Training loss: 0.096 ... Validation loss: 0.185[[-0.18364512]
 [ 0.33312208]
 [ 0.16414677]
 [ 2.61555763]
 [ 0.29495313]
 [ 0.15462626]
 [-1.13687943]
 [-0.75035137]
 [-0.55037505]
 [-0.90165176]
 [ 1.44702051]
 [ 3.26079938]
 [-3.64888928]]
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   -2.30501963e-01  -4.61945593e-01  -1.36982153e-01  -4.39639010e-01
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Progress: 68.6% ... Training loss: 0.126 ... Validation loss: 0.213[[-0.19253359]
 [ 0.31699399]
 [ 0.15097769]
 [ 2.57905619]
 [ 0.27899977]
 [ 0.14168995]
 [-1.16470329]
 [-0.7856453 ]
 [-0.58705041]
 [-0.91939578]
 [ 1.41903558]
 [ 3.21710652]
 [-3.69017519]]
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   -8.36154805e-02  -1.59377218e-01  -1.61695015e-01   6.99914106e-02
   -2.28545427e-01  -4.61199272e-01  -1.40751963e-01  -4.46204491e-01
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Progress: 68.7% ... Training loss: 0.112 ... Validation loss: 0.190[[-0.18768005]
 [ 0.32267574]
 [ 0.15615172]
 [ 2.59893638]
 [ 0.28692146]
 [ 0.14580648]
 [-1.14503103]
 [-0.76394726]
 [-0.5729777 ]
 [-0.90909613]
 [ 1.4347335 ]
 [ 3.24254443]
 [-3.66475507]]
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   -8.29727751e-02  -1.59147874e-01  -1.65847285e-01   6.72207024e-02
   -2.30411841e-01  -4.63151112e-01  -1.36391610e-01  -4.36711575e-01
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 [ -1.63406265e-01   1.55250233e-02  -2.43611157e-01  -2.14300163e+00
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    1.69741052e-01  -5.40724417e-01  -1.29149719e+00  -3.28025359e-01
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Progress: 68.7% ... Training loss: 0.090 ... Validation loss: 0.194[[-0.19400278]
 [ 0.31372762]
 [ 0.14882941]
 [ 2.58040374]
 [ 0.27594789]
 [ 0.13766137]
 [-1.16895164]
 [-0.7829045 ]
 [-0.589701  ]
 [-0.9181908 ]
 [ 1.41582013]
 [ 3.21538899]
 [-3.67702683]]
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   -2.26259439e-01  -4.60729688e-01  -1.47180138e-01  -4.59934141e-01
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Progress: 68.8% ... Training loss: 0.099 ... Validation loss: 0.192[[-0.18769116]
 [ 0.32003165]
 [ 0.15293506]
 [ 2.5999934 ]
 [ 0.28284005]
 [ 0.14398952]
 [-1.14682236]
 [-0.77151455]
 [-0.5754148 ]
 [-0.91153207]
 [ 1.42878836]
 [ 3.23686565]
 [-3.66267894]]
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   -2.28207675e-01  -4.60464053e-01  -1.42550485e-01  -4.48775108e-01
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Progress: 68.8% ... Training loss: 0.089 ... Validation loss: 0.188[[-0.1906416 ]
 [ 0.3199909 ]
 [ 0.15314735]
 [ 2.59582131]
 [ 0.28241269]
 [ 0.14486569]
 [-1.16105918]
 [-0.76529652]
 [-0.58474301]
 [-0.90430183]
 [ 1.42469995]
 [ 3.23485921]
 [-3.66371604]]
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   -2.27196844e-01  -4.59900864e-01  -1.44874185e-01  -4.54010998e-01
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Progress: 68.8% ... Training loss: 0.090 ... Validation loss: 0.196[[-0.18725336]
 [ 0.32329434]
 [ 0.15560883]
 [ 2.60104464]
 [ 0.28531569]
 [ 0.14665939]
 [-1.14802928]
 [-0.76238624]
 [-0.57329167]
 [-0.90272841]
 [ 1.42738431]
 [ 3.24175162]
 [-3.66378198]]
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   -2.27161792e-01  -4.60047925e-01  -1.44710386e-01  -4.56343505e-01
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 [ -1.64195830e-01   1.67647101e-02  -2.43203261e-01  -2.14820915e+00
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Progress: 68.9% ... Training loss: 0.090 ... Validation loss: 0.191[[-0.19057788]
 [ 0.32026348]
 [ 0.15317031]
 [ 2.59241189]
 [ 0.28120796]
 [ 0.14263908]
 [-1.15831361]
 [-0.77156402]
 [-0.58237599]
 [-0.90724049]
 [ 1.41972821]
 [ 3.22360456]
 [-3.68280673]]
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   -2.26713463e-01  -4.60064605e-01  -1.45236609e-01  -4.59678764e-01
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Progress: 69.0% ... Training loss: 0.097 ... Validation loss: 0.191[[-0.17865037]
 [ 0.33547018]
 [ 0.16628814]
 [ 2.61573092]
 [ 0.29601261]
 [ 0.15423251]
 [-1.13332035]
 [-0.74601014]
 [-0.55205301]
 [-0.89027669]
 [ 1.43818883]
 [ 3.25785572]
 [-3.65995766]]
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Progress: 69.0% ... Training loss: 0.105 ... Validation loss: 0.201[[-0.19713002]
 [ 0.31368767]
 [ 0.14902828]
 [ 2.59126851]
 [ 0.27519608]
 [ 0.13757489]
 [-1.16932401]
 [-0.77843047]
 [-0.58835408]
 [-0.91327963]
 [ 1.41204552]
 [ 3.20878388]
 [-3.69127104]]
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Progress: 69.0% ... Training loss: 0.107 ... Validation loss: 0.196[[-0.18292061]
 [ 0.3333792 ]
 [ 0.16687089]
 [ 2.61779853]
 [ 0.29623919]
 [ 0.15306015]
 [-1.1472316 ]
 [-0.7341343 ]
 [-0.55872312]
 [-0.88015246]
 [ 1.4371377 ]
 [ 3.26060834]
 [-3.66119545]]
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   -2.27582785e-01  -4.61164568e-01  -1.46387337e-01  -4.55001372e-01
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Progress: 69.1% ... Training loss: 0.123 ... Validation loss: 0.227[[-0.19714042]
 [ 0.31528483]
 [ 0.1516609 ]
 [ 2.59103219]
 [ 0.27640489]
 [ 0.14046441]
 [-1.16833989]
 [-0.77631887]
 [-0.58712773]
 [-0.91431775]
 [ 1.41186968]
 [ 3.20116158]
 [-3.69615296]]
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Progress: 69.2% ... Training loss: 0.113 ... Validation loss: 0.200[[-0.17681879]
 [ 0.3366964 ]
 [ 0.16750655]
 [ 2.6263711 ]
 [ 0.29671132]
 [ 0.15774634]
 [-1.12155586]
 [-0.74547736]
 [-0.54301646]
 [-0.89555764]
 [ 1.44069815]
 [ 3.24912398]
 [-3.66362701]]
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Progress: 69.2% ... Training loss: 0.115 ... Validation loss: 0.196[[-0.18843088]
 [ 0.32082101]
 [ 0.15425308]
 [ 2.60294225]
 [ 0.28190918]
 [ 0.14514397]
 [-1.14835273]
 [-0.77335715]
 [-0.57222634]
 [-0.90680974]
 [ 1.4230978 ]
 [ 3.22406232]
 [-3.68493451]]
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   -2.25611370e-01  -4.59681792e-01  -1.50107614e-01  -4.61429178e-01
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Progress: 69.2% ... Training loss: 0.092 ... Validation loss: 0.184[[-0.17755692]
 [ 0.33357512]
 [ 0.16679724]
 [ 2.62687478]
 [ 0.29339233]
 [ 0.15548068]
 [-1.12854723]
 [-0.74755783]
 [-0.55297812]
 [-0.887647  ]
 [ 1.44053466]
 [ 3.25098297]
 [-3.67242363]]
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Progress: 69.3% ... Training loss: 0.104 ... Validation loss: 0.204[[-0.18473655]
 [ 0.32588926]
 [ 0.15676938]
 [ 2.60895579]
 [ 0.28490555]
 [ 0.1492369 ]
 [-1.13573582]
 [-0.77976707]
 [-0.56501529]
 [-0.91474547]
 [ 1.42367753]
 [ 3.2232971 ]
 [-3.69494636]]
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Progress: 69.3% ... Training loss: 0.096 ... Validation loss: 0.181[[-0.18296916]
 [ 0.32900545]
 [ 0.16162965]
 [ 2.61951608]
 [ 0.2886709 ]
 [ 0.1519431 ]
 [-1.1359119 ]
 [-0.76678531]
 [-0.56268647]
 [-0.90237692]
 [ 1.43066603]
 [ 3.23140247]
 [-3.68585858]]
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Progress: 69.4% ... Training loss: 0.089 ... Validation loss: 0.187[[-0.18579701]
 [ 0.32337883]
 [ 0.15635421]
 [ 2.61746439]
 [ 0.28254073]
 [ 0.14724796]
 [-1.14028156]
 [-0.78276502]
 [-0.57864463]
 [-0.90635836]
 [ 1.4246822 ]
 [ 3.20936514]
 [-3.69399416]]
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   -2.24920456e-01  -4.58562860e-01  -1.50525312e-01  -4.68640999e-01
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Progress: 69.5% ... Training loss: 0.096 ... Validation loss: 0.187[[-0.18837037]
 [ 0.32686656]
 [ 0.1594402 ]
 [ 2.62761128]
 [ 0.28654027]
 [ 0.14813385]
 [-1.14190826]
 [-0.76517537]
 [-0.56701491]
 [-0.90805224]
 [ 1.4322962 ]
 [ 3.22417113]
 [-3.68367033]]
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   -2.25870145e-01  -4.59893778e-01  -1.47719625e-01  -4.61828567e-01
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Progress: 69.5% ... Training loss: 0.090 ... Validation loss: 0.188[[-0.19156581]
 [ 0.32139507]
 [ 0.15586826]
 [ 2.62295074]
 [ 0.28304653]
 [ 0.14558703]
 [-1.15589565]
 [-0.77990236]
 [-0.58167947]
 [-0.91434702]
 [ 1.42919129]
 [ 3.21193614]
 [-3.69141377]]
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Progress: 69.5% ... Training loss: 0.090 ... Validation loss: 0.186[[-0.18628707]
 [ 0.32593701]
 [ 0.16044136]
 [ 2.62951264]
 [ 0.28740603]
 [ 0.1506522 ]
 [-1.14676656]
 [-0.77174249]
 [-0.5755274 ]
 [-0.90478493]
 [ 1.43467195]
 [ 3.22005066]
 [-3.68613626]]
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   -2.25527612e-01  -4.59874498e-01  -1.48378538e-01  -4.64527562e-01
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Progress: 69.6% ... Training loss: 0.088 ... Validation loss: 0.186[[-0.18854724]
 [ 0.32728056]
 [ 0.16208315]
 [ 2.63061285]
 [ 0.28848861]
 [ 0.15049494]
 [-1.15129474]
 [-0.7769347 ]
 [-0.58006473]
 [-0.90592836]
 [ 1.43723513]
 [ 3.22733978]
 [-3.68102913]]
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   -2.26193128e-01  -4.60273447e-01  -1.45468311e-01  -4.60181519e-01
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Progress: 69.7% ... Training loss: 0.088 ... Validation loss: 0.183[[-0.19411256]
 [ 0.32736872]
 [ 0.16037905]
 [ 2.62141891]
 [ 0.28729776]
 [ 0.14639673]
 [-1.15112383]
 [-0.77596048]
 [-0.58470188]
 [-0.91279275]
 [ 1.43157906]
 [ 3.23228166]
 [-3.68722916]]
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Progress: 69.7% ... Training loss: 0.088 ... Validation loss: 0.185[[-0.19094089]
 [ 0.32819985]
 [ 0.1610817 ]
 [ 2.6345318 ]
 [ 0.28865892]
 [ 0.14785712]
 [-1.14007733]
 [-0.77503423]
 [-0.57666817]
 [-0.91240119]
 [ 1.44232726]
 [ 3.24352176]
 [-3.68373647]]
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Progress: 69.8% ... Training loss: 0.089 ... Validation loss: 0.186[[-0.19104815]
 [ 0.32811818]
 [ 0.16301676]
 [ 2.62352756]
 [ 0.28671571]
 [ 0.14859534]
 [-1.15351669]
 [-0.77876958]
 [-0.58660982]
 [-0.90818661]
 [ 1.43317005]
 [ 3.23523063]
 [-3.68656671]]
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   -2.25688301e-01  -4.61024995e-01  -1.45711289e-01  -4.68314294e-01
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Progress: 69.8% ... Training loss: 0.090 ... Validation loss: 0.188[[-0.18555344]
 [ 0.33716044]
 [ 0.16876869]
 [ 2.63883434]
 [ 0.29589197]
 [ 0.15463848]
 [-1.13846454]
 [-0.76605669]
 [-0.56490402]
 [-0.90639471]
 [ 1.44550662]
 [ 3.26029247]
 [-3.67483932]]
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   -2.26430715e-01  -4.62062510e-01  -1.44503822e-01  -4.65664892e-01
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Progress: 69.8% ... Training loss: 0.099 ... Validation loss: 0.192[[-0.20525088]
 [ 0.31573685]
 [ 0.15326687]
 [ 2.61635174]
 [ 0.2768295 ]
 [ 0.13778082]
 [-1.16663467]
 [-0.78720431]
 [-0.59405476]
 [-0.93186503]
 [ 1.42414863]
 [ 3.23169637]
 [-3.69336992]]
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Progress: 69.9% ... Training loss: 0.093 ... Validation loss: 0.185[[-0.19982307]
 [ 0.32099034]
 [ 0.15923594]
 [ 2.62843849]
 [ 0.2809448 ]
 [ 0.14446762]
 [-1.16078115]
 [-0.77150657]
 [-0.5868109 ]
 [-0.91819399]
 [ 1.43207888]
 [ 3.24793458]
 [-3.67970978]]
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Progress: 70.0% ... Training loss: 0.090 ... Validation loss: 0.188[[-0.20081137]
 [ 0.31872227]
 [ 0.15705671]
 [ 2.62945361]
 [ 0.27900553]
 [ 0.14330338]
 [-1.15253192]
 [-0.77854054]
 [-0.58386727]
 [-0.9231484 ]
 [ 1.43045092]
 [ 3.24854853]
 [-3.68919155]]
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Progress: 70.0% ... Training loss: 0.088 ... Validation loss: 0.183[[-0.19271875]
 [ 0.32174117]
 [ 0.16005098]
 [ 2.63513066]
 [ 0.28267061]
 [ 0.1487589 ]
 [-1.14027067]
 [-0.77865994]
 [-0.58740162]
 [-0.90685144]
 [ 1.43345823]
 [ 3.24602293]
 [-3.69591608]]
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Progress: 70.0% ... Training loss: 0.087 ... Validation loss: 0.188[[-0.18016977]
 [ 0.33388233]
 [ 0.16726269]
 [ 2.64445146]
 [ 0.29392565]
 [ 0.15890558]
 [-1.12059637]
 [-0.76765693]
 [-0.56739068]
 [-0.89670188]
 [ 1.44281274]
 [ 3.26680588]
 [-3.6916469 ]]
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Progress: 70.1% ... Training loss: 0.093 ... Validation loss: 0.200[[-0.1956343 ]
 [ 0.31788004]
 [ 0.15286757]
 [ 2.61926362]
 [ 0.27848811]
 [ 0.14461489]
 [-1.15226787]
 [-0.79582107]
 [-0.59425119]
 [-0.92064911]
 [ 1.42131379]
 [ 3.23780661]
 [-3.71404282]]
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Progress: 70.2% ... Training loss: 0.106 ... Validation loss: 0.189[[-0.19698267]
 [ 0.3192504 ]
 [ 0.15523105]
 [ 2.63346125]
 [ 0.2818699 ]
 [ 0.14595675]
 [-1.14205171]
 [-0.78363297]
 [-0.57748214]
 [-0.92076181]
 [ 1.4303188 ]
 [ 3.25268842]
 [-3.6928212 ]]
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Progress: 70.2% ... Training loss: 0.088 ... Validation loss: 0.182[[-0.19826585]
 [ 0.31830868]
 [ 0.155068  ]
 [ 2.63384687]
 [ 0.28196686]
 [ 0.14446275]
 [-1.13953088]
 [-0.77644997]
 [-0.5690444 ]
 [-0.91961507]
 [ 1.42943278]
 [ 3.26235842]
 [-3.69587301]]
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Progress: 70.2% ... Training loss: 0.094 ... Validation loss: 0.182[[-0.20302561]
 [ 0.31287551]
 [ 0.14999566]
 [ 2.62477266]
 [ 0.27695586]
 [ 0.13948907]
 [-1.15003564]
 [-0.79136368]
 [-0.57690972]
 [-0.92533765]
 [ 1.4228665 ]
 [ 3.25117137]
 [-3.70945145]]
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Progress: 70.3% ... Training loss: 0.089 ... Validation loss: 0.178[[-0.19510789]
 [ 0.32164932]
 [ 0.15954761]
 [ 2.63312318]
 [ 0.28546014]
 [ 0.14795587]
 [-1.14514603]
 [-0.77677998]
 [-0.57076846]
 [-0.91101468]
 [ 1.43217624]
 [ 3.26552589]
 [-3.70321243]]
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Progress: 70.3% ... Training loss: 0.095 ... Validation loss: 0.188[[-0.1983802 ]
 [ 0.31471516]
 [ 0.15336555]
 [ 2.6304252 ]
 [ 0.27802305]
 [ 0.14439374]
 [-1.14322228]
 [-0.80008454]
 [-0.58208858]
 [-0.92460887]
 [ 1.42468199]
 [ 3.23269133]
 [-3.71814865]]
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Progress: 70.4% ... Training loss: 0.094 ... Validation loss: 0.181[[-0.18926193]
 [ 0.32451585]
 [ 0.16328588]
 [ 2.64591389]
 [ 0.28846859]
 [ 0.15323028]
 [-1.12923508]
 [-0.7789736 ]
 [-0.56706621]
 [-0.90413483]
 [ 1.43644207]
 [ 3.25672162]
 [-3.70409651]]
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Progress: 70.5% ... Training loss: 0.091 ... Validation loss: 0.183[[-0.20116212]
 [ 0.3107909 ]
 [ 0.15324548]
 [ 2.62177861]
 [ 0.27415897]
 [ 0.14251132]
 [-1.15517319]
 [-0.81129147]
 [-0.59827984]
 [-0.91563657]
 [ 1.41359692]
 [ 3.21480234]
 [-3.71944753]]
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Progress: 70.5% ... Training loss: 0.111 ... Validation loss: 0.187[[-0.18687481]
 [ 0.33395905]
 [ 0.1697121 ]
 [ 2.65500811]
 [ 0.29587478]
 [ 0.15815992]
 [-1.12152468]
 [-0.7644606 ]
 [-0.56016893]
 [-0.89329977]
 [ 1.4433276 ]
 [ 3.26313872]
 [-3.68886871]]
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Progress: 70.5% ... Training loss: 0.117 ... Validation loss: 0.207[[-0.20622761]
 [ 0.30970573]
 [ 0.14916504]
 [ 2.62293545]
 [ 0.2714584 ]
 [ 0.13789524]
 [-1.15753711]
 [-0.80833223]
 [-0.60341204]
 [-0.92274016]
 [ 1.41426486]
 [ 3.21025548]
 [-3.73321413]]
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Progress: 70.6% ... Training loss: 0.115 ... Validation loss: 0.199[[-0.19239699]
 [ 0.32577659]
 [ 0.16291668]
 [ 2.65732297]
 [ 0.28831507]
 [ 0.15153902]
 [-1.12794429]
 [-0.76861028]
 [-0.57010757]
 [-0.89587307]
 [ 1.43718424]
 [ 3.24361528]
 [-3.6934901 ]]
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Progress: 70.7% ... Training loss: 0.105 ... Validation loss: 0.193[[-0.19895991]
 [ 0.31525553]
 [ 0.15290625]
 [ 2.62832283]
 [ 0.27731593]
 [ 0.14528454]
 [-1.14690738]
 [-0.80117256]
 [-0.5909354 ]
 [-0.90854692]
 [ 1.41538035]
 [ 3.21211655]
 [-3.72203991]]
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Progress: 70.7% ... Training loss: 0.103 ... Validation loss: 0.188[[-0.19109746]
 [ 0.33404862]
 [ 0.16907881]
 [ 2.65701907]
 [ 0.2955523 ]
 [ 0.15959579]
 [-1.12891038]
 [-0.7565215 ]
 [-0.56082473]
 [-0.89248088]
 [ 1.43929921]
 [ 3.2603685 ]
 [-3.69113201]]
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Progress: 70.8% ... Training loss: 0.119 ... Validation loss: 0.215[[-0.19872047]
 [ 0.31986231]
 [ 0.15575722]
 [ 2.62832163]
 [ 0.27976487]
 [ 0.14863445]
 [-1.14189506]
 [-0.79404626]
 [-0.58756369]
 [-0.9206719 ]
 [ 1.41599551]
 [ 3.21470561]
 [-3.72049786]]
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Progress: 70.8% ... Training loss: 0.098 ... Validation loss: 0.188[[-0.19056078]
 [ 0.33550727]
 [ 0.16655419]
 [ 2.64825786]
 [ 0.29279354]
 [ 0.15822223]
 [-1.13125681]
 [-0.77540668]
 [-0.56044591]
 [-0.90965972]
 [ 1.43265625]
 [ 3.24828528]
 [-3.69485943]]
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Progress: 70.8% ... Training loss: 0.100 ... Validation loss: 0.184[[-0.19612777]
 [ 0.32579754]
 [ 0.15828069]
 [ 2.63616108]
 [ 0.28323144]
 [ 0.15236242]
 [-1.14257863]
 [-0.79872692]
 [-0.58650554]
 [-0.92196674]
 [ 1.42019898]
 [ 3.21637954]
 [-3.71349798]]
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Progress: 70.9% ... Training loss: 0.093 ... Validation loss: 0.186[[-0.19714932]
 [ 0.32978121]
 [ 0.15972689]
 [ 2.64694318]
 [ 0.28578078]
 [ 0.1532437 ]
 [-1.14186348]
 [-0.78761524]
 [-0.57820554]
 [-0.92350573]
 [ 1.42701188]
 [ 3.22375277]
 [-3.70531004]]
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Progress: 71.0% ... Training loss: 0.087 ... Validation loss: 0.183[[-0.20330674]
 [ 0.32181201]
 [ 0.15175841]
 [ 2.63840015]
 [ 0.27841289]
 [ 0.14626038]
 [-1.15353039]
 [-0.80455219]
 [-0.59384556]
 [-0.93109442]
 [ 1.41782532]
 [ 3.2101045 ]
 [-3.71223786]]
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Progress: 71.0% ... Training loss: 0.096 ... Validation loss: 0.187[[-0.19922319]
 [ 0.32846845]
 [ 0.15801214]
 [ 2.64729622]
 [ 0.28587028]
 [ 0.15126931]
 [-1.13922763]
 [-0.79124716]
 [-0.58415369]
 [-0.91776861]
 [ 1.42924787]
 [ 3.23165037]
 [-3.6913317 ]]
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Progress: 71.0% ... Training loss: 0.088 ... Validation loss: 0.184[[-0.1979405 ]
 [ 0.33327241]
 [ 0.16163034]
 [ 2.64665458]
 [ 0.28977479]
 [ 0.1557833 ]
 [-1.14189098]
 [-0.78610966]
 [-0.58479862]
 [-0.91725762]
 [ 1.43116454]
 [ 3.23227104]
 [-3.69317331]]
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Progress: 71.1% ... Training loss: 0.087 ... Validation loss: 0.183[[-0.19591546]
 [ 0.33329946]
 [ 0.16223377]
 [ 2.64787136]
 [ 0.29015141]
 [ 0.15905017]
 [-1.13852132]
 [-0.78634394]
 [-0.58324996]
 [-0.91862107]
 [ 1.42864187]
 [ 3.23243607]
 [-3.69656212]]
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Progress: 71.2% ... Training loss: 0.087 ... Validation loss: 0.183[[-0.19458552]
 [ 0.33540048]
 [ 0.16428217]
 [ 2.65018737]
 [ 0.29179255]
 [ 0.16001571]
 [-1.13682147]
 [-0.7844177 ]
 [-0.5821447 ]
 [-0.91224001]
 [ 1.43224171]
 [ 3.24582341]
 [-3.70001504]]
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Progress: 71.2% ... Training loss: 0.089 ... Validation loss: 0.194[[-0.19294903]
 [ 0.33612648]
 [ 0.16354542]
 [ 2.65069124]
 [ 0.29093935]
 [ 0.16017768]
 [-1.13333617]
 [-0.79165829]
 [-0.58074048]
 [-0.91881705]
 [ 1.43052404]
 [ 3.23347516]
 [-3.70265601]]
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Progress: 71.2% ... Training loss: 0.087 ... Validation loss: 0.183[[-0.20275855]
 [ 0.33057342]
 [ 0.15656909]
 [ 2.64985036]
 [ 0.28292751]
 [ 0.15210338]
 [-1.14277269]
 [-0.79984574]
 [-0.5808022 ]
 [-0.94097922]
 [ 1.42662374]
 [ 3.23614836]
 [-3.70162567]]
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Progress: 71.3% ... Training loss: 0.088 ... Validation loss: 0.174[[-0.18871958]
 [ 0.34537347]
 [ 0.1705585 ]
 [ 2.67469044]
 [ 0.29733419]
 [ 0.16459282]
 [-1.12863543]
 [-0.77365346]
 [-0.56359957]
 [-0.91149252]
 [ 1.44981377]
 [ 3.26768243]
 [-3.69539813]]
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Progress: 71.3% ... Training loss: 0.103 ... Validation loss: 0.199[[-0.20708988]
 [ 0.32297862]
 [ 0.1512796 ]
 [ 2.64511707]
 [ 0.27524578]
 [ 0.14698097]
 [-1.16358752]
 [-0.80515536]
 [-0.59953711]
 [-0.94297727]
 [ 1.42255721]
 [ 3.22299256]
 [-3.72688217]]
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Progress: 71.4% ... Training loss: 0.106 ... Validation loss: 0.186[[-0.18996504]
 [ 0.34744809]
 [ 0.17021785]
 [ 2.67051802]
 [ 0.29603099]
 [ 0.16493677]
 [-1.13398446]
 [-0.76523877]
 [-0.56218941]
 [-0.90949295]
 [ 1.44389931]
 [ 3.26778947]
 [-3.70063831]]
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Progress: 71.5% ... Training loss: 0.103 ... Validation loss: 0.201[[-0.20490918]
 [ 0.32729578]
 [ 0.15297036]
 [ 2.64224671]
 [ 0.27538657]
 [ 0.1496629 ]
 [-1.16732046]
 [-0.80810585]
 [-0.60294824]
 [-0.93492494]
 [ 1.41680686]
 [ 3.21710479]
 [-3.72960552]]
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   -2.22278482e-01  -4.59770120e-01  -1.42806988e-01  -4.78985038e-01
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Progress: 71.5% ... Training loss: 0.119 ... Validation loss: 0.194[[-0.18488065]
 [ 0.35122843]
 [ 0.17160848]
 [ 2.68147143]
 [ 0.29882781]
 [ 0.16932502]
 [-1.13031042]
 [-0.76568119]
 [-0.56076329]
 [-0.90977346]
 [ 1.44879947]
 [ 3.27675056]
 [-3.67915747]]
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Progress: 71.5% ... Training loss: 0.123 ... Validation loss: 0.212[[-0.19595281]
 [ 0.3337632 ]
 [ 0.15574597]
 [ 2.64927211]
 [ 0.28223559]
 [ 0.15747863]
 [-1.1563355 ]
 [-0.805411  ]
 [-0.58705752]
 [-0.93437244]
 [ 1.42318256]
 [ 3.23759256]
 [-3.71099671]]
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Progress: 71.6% ... Training loss: 0.095 ... Validation loss: 0.177[[-0.18323368]
 [ 0.34885594]
 [ 0.16783854]
 [ 2.66108432]
 [ 0.29503036]
 [ 0.16839494]
 [-1.12825349]
 [-0.77881364]
 [-0.5540252 ]
 [-0.91357138]
 [ 1.43489517]
 [ 3.26826419]
 [-3.69065517]]
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Progress: 71.7% ... Training loss: 0.099 ... Validation loss: 0.186[[-0.19307767]
 [ 0.33849122]
 [ 0.15789588]
 [ 2.64088801]
 [ 0.28391432]
 [ 0.15797865]
 [-1.14321822]
 [-0.79699883]
 [-0.57311438]
 [-0.92942094]
 [ 1.42026501]
 [ 3.2479624 ]
 [-3.72006524]]
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Progress: 71.7% ... Training loss: 0.094 ... Validation loss: 0.181[[-0.19059778]
 [ 0.3464143 ]
 [ 0.16689251]
 [ 2.64762016]
 [ 0.29070972]
 [ 0.1633749 ]
 [-1.14504352]
 [-0.77929893]
 [-0.56249502]
 [-0.91649412]
 [ 1.42502778]
 [ 3.26295636]
 [-3.70203354]]
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Progress: 71.8% ... Training loss: 0.090 ... Validation loss: 0.182[[-0.19451894]
 [ 0.34058662]
 [ 0.16155849]
 [ 2.6447013 ]
 [ 0.28548915]
 [ 0.16054834]
 [-1.14439926]
 [-0.78609518]
 [-0.5753575 ]
 [-0.92176   ]
 [ 1.4210608 ]
 [ 3.24771689]
 [-3.70923097]]
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   -2.22964182e-01  -4.57565368e-01  -1.41835734e-01  -4.82113883e-01
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Progress: 71.8% ... Training loss: 0.087 ... Validation loss: 0.180[[-0.18859584]
 [ 0.34358695]
 [ 0.16572523]
 [ 2.66145048]
 [ 0.29148064]
 [ 0.16763582]
 [-1.13290781]
 [-0.78517467]
 [-0.57226905]
 [-0.91174138]
 [ 1.43160229]
 [ 3.24869041]
 [-3.70053024]]
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Progress: 71.8% ... Training loss: 0.086 ... Validation loss: 0.185[[-0.1912955 ]
 [ 0.34451754]
 [ 0.16602785]
 [ 2.66947718]
 [ 0.29089793]
 [ 0.16628539]
 [-1.13890679]
 [-0.77770893]
 [-0.57434126]
 [-0.90716534]
 [ 1.43907442]
 [ 3.26128591]
 [-3.70557159]]
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Progress: 71.9% ... Training loss: 0.088 ... Validation loss: 0.197[[-0.18985469]
 [ 0.34446125]
 [ 0.16688494]
 [ 2.67078323]
 [ 0.2905394 ]
 [ 0.16643374]
 [-1.13643351]
 [-0.78118135]
 [-0.57672043]
 [-0.90402713]
 [ 1.43887025]
 [ 3.25791624]
 [-3.71346102]]
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Progress: 72.0% ... Training loss: 0.086 ... Validation loss: 0.194[[-0.18681421]
 [ 0.34693263]
 [ 0.16776308]
 [ 2.67882659]
 [ 0.29376955]
 [ 0.16882733]
 [-1.13479626]
 [-0.77945093]
 [-0.57782843]
 [-0.90035768]
 [ 1.44372494]
 [ 3.26173006]
 [-3.70933728]]
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Progress: 72.0% ... Training loss: 0.087 ... Validation loss: 0.201[[-0.19756627]
 [ 0.33715144]
 [ 0.15802205]
 [ 2.66199859]
 [ 0.28414634]
 [ 0.15985563]
 [-1.14922699]
 [-0.79590859]
 [-0.59316215]
 [-0.92537174]
 [ 1.43097717]
 [ 3.24401423]
 [-3.72005831]]
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Progress: 72.0% ... Training loss: 0.092 ... Validation loss: 0.185[[-0.19837391]
 [ 0.3386958 ]
 [ 0.16127915]
 [ 2.66523813]
 [ 0.28313758]
 [ 0.16070689]
 [-1.15793686]
 [-0.78336335]
 [-0.59388833]
 [-0.91684914]
 [ 1.43104643]
 [ 3.25063225]
 [-3.71084358]]
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Progress: 72.1% ... Training loss: 0.089 ... Validation loss: 0.198[[-0.1911696 ]
 [ 0.3437099 ]
 [ 0.16428524]
 [ 2.66389223]
 [ 0.28793246]
 [ 0.16647019]
 [-1.1507273 ]
 [-0.79138624]
 [-0.59219101]
 [-0.91059985]
 [ 1.43141628]
 [ 3.25862971]
 [-3.71216338]]
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   -2.23560010e-01  -4.56439021e-01  -1.38954086e-01  -4.84307073e-01
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Progress: 72.2% ... Training loss: 0.085 ... Validation loss: 0.190[[-0.19383111]
 [ 0.34205282]
 [ 0.16298281]
 [ 2.67386417]
 [ 0.28810419]
 [ 0.16329394]
 [-1.14522385]
 [-0.79547807]
 [-0.59037754]
 [-0.91757039]
 [ 1.43886059]
 [ 3.26138028]
 [-3.70657735]]
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Progress: 72.2% ... Training loss: 0.085 ... Validation loss: 0.187[[-0.19905349]
 [ 0.33980018]
 [ 0.16021147]
 [ 2.6725968 ]
 [ 0.2864701 ]
 [ 0.16033776]
 [-1.15020986]
 [-0.80101297]
 [-0.59453311]
 [-0.92891614]
 [ 1.43865742]
 [ 3.26922613]
 [-3.70689558]]
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Progress: 72.2% ... Training loss: 0.087 ... Validation loss: 0.182[[-0.20241474]
 [ 0.33698122]
 [ 0.1610387 ]
 [ 2.67818911]
 [ 0.28456979]
 [ 0.15856188]
 [-1.15942414]
 [-0.8018168 ]
 [-0.60035173]
 [-0.92538476]
 [ 1.4390624 ]
 [ 3.26847435]
 [-3.70913384]]
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Progress: 72.3% ... Training loss: 0.085 ... Validation loss: 0.185[[-0.20224344]
 [ 0.33495128]
 [ 0.15937197]
 [ 2.68246609]
 [ 0.28204356]
 [ 0.15766918]
 [-1.15212077]
 [-0.80962698]
 [-0.59858624]
 [-0.93185546]
 [ 1.43921525]
 [ 3.25751756]
 [-3.71190317]]
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Progress: 72.3% ... Training loss: 0.089 ... Validation loss: 0.181[[-0.20144982]
 [ 0.33560665]
 [ 0.16321446]
 [ 2.67553202]
 [ 0.28187041]
 [ 0.15822827]
 [-1.16623139]
 [-0.80668214]
 [-0.60975458]
 [-0.91438459]
 [ 1.43219805]
 [ 3.24635829]
 [-3.71385837]]
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Progress: 72.4% ... Training loss: 0.091 ... Validation loss: 0.183[[-0.1888079 ]
 [ 0.35045627]
 [ 0.17681708]
 [ 2.7031464 ]
 [ 0.29625508]
 [ 0.1714072 ]
 [-1.14065971]
 [-0.77721529]
 [-0.58523926]
 [-0.89578497]
 [ 1.45334975]
 [ 3.27055259]
 [-3.70038519]]
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Progress: 72.5% ... Training loss: 0.095 ... Validation loss: 0.204[[-0.1968829 ]
 [ 0.33867543]
 [ 0.16637409]
 [ 2.69029359]
 [ 0.28449195]
 [ 0.16155113]
 [-1.1632335 ]
 [-0.80076339]
 [-0.61067678]
 [-0.90659309]
 [ 1.43885787]
 [ 3.2396229 ]
 [-3.72518553]]
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   -2.26016099e-01  -4.57409272e-01  -1.32666391e-01  -4.70135310e-01
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Progress: 72.5% ... Training loss: 0.096 ... Validation loss: 0.186[[-0.18507415]
 [ 0.35573791]
 [ 0.17992463]
 [ 2.73056981]
 [ 0.30015536]
 [ 0.17236928]
 [-1.13100871]
 [-0.76586981]
 [-0.5715657 ]
 [-0.89107219]
 [ 1.46888799]
 [ 3.28164251]
 [-3.69645028]]
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Progress: 72.5% ... Training loss: 0.134 ... Validation loss: 0.234[[-0.20150925]
 [ 0.3273074 ]
 [ 0.15911573]
 [ 2.67219291]
 [ 0.27197074]
 [ 0.1537152 ]
 [-1.17095304]
 [-0.82974824]
 [-0.63343881]
 [-0.91910267]
 [ 1.42560463]
 [ 3.20448081]
 [-3.73964479]]
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Progress: 72.6% ... Training loss: 0.167 ... Validation loss: 0.208[[-0.17899507]
 [ 0.36213466]
 [ 0.18486045]
 [ 2.71444693]
 [ 0.3065342 ]
 [ 0.17908342]
 [-1.10785945]
 [-0.75873528]
 [-0.54699456]
 [-0.90104029]
 [ 1.4652595 ]
 [ 3.28995883]
 [-3.67866137]]
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Progress: 72.7% ... Training loss: 0.175 ... Validation loss: 0.247[[-0.20630592]
 [ 0.32696219]
 [ 0.15512819]
 [ 2.64510741]
 [ 0.26764302]
 [ 0.15000526]
 [-1.17588936]
 [-0.83201194]
 [-0.61310888]
 [-0.94197325]
 [ 1.41357903]
 [ 3.21680041]
 [-3.73280833]]
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   -2.23426211e-01  -4.50360201e-01  -1.40452479e-01  -4.93868601e-01
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Progress: 72.7% ... Training loss: 0.143 ... Validation loss: 0.209[[-0.18597332]
 [ 0.35721993]
 [ 0.18191228]
 [ 2.70331422]
 [ 0.29899318]
 [ 0.17257459]
 [-1.13371025]
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 [ 1.45771884]
 [ 3.28066604]
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Progress: 72.8% ... Training loss: 0.154 ... Validation loss: 0.225[[-0.20419806]
 [ 0.33258722]
 [ 0.15984869]
 [ 2.6621621 ]
 [ 0.27426257]
 [ 0.15476047]
 [-1.16371707]
 [-0.82514125]
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 [ 1.42509633]
 [ 3.22205461]
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   -2.22261821e-01  -4.50599829e-01  -1.43381426e-01  -5.01768775e-01
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Progress: 72.8% ... Training loss: 0.113 ... Validation loss: 0.183[[-0.19191988]
 [ 0.34776479]
 [ 0.17291633]
 [ 2.68824427]
 [ 0.29126173]
 [ 0.16790595]
 [-1.13754758]
 [-0.78832144]
 [-0.57258497]
 [-0.90798602]
 [ 1.44570483]
 [ 3.25628074]
 [-3.68876491]]
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Progress: 72.8% ... Training loss: 0.094 ... Validation loss: 0.198[[-0.20118869]
 [ 0.34023354]
 [ 0.16509705]
 [ 2.67336404]
 [ 0.28330159]
 [ 0.15927825]
 [-1.1584294 ]
 [-0.80799895]
 [-0.58742784]
 [-0.92813728]
 [ 1.4332493 ]
 [ 3.2475286 ]
 [-3.70431037]]
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Progress: 72.9% ... Training loss: 0.087 ... Validation loss: 0.172[[-0.1971356 ]
 [ 0.34619086]
 [ 0.17067862]
 [ 2.67543687]
 [ 0.28679028]
 [ 0.16404718]
 [-1.16247398]
 [-0.80130063]
 [-0.59016731]
 [-0.91688862]
 [ 1.43444059]
 [ 3.2507836 ]
 [-3.69943655]]
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Progress: 73.0% ... Training loss: 0.085 ... Validation loss: 0.178[[-0.1983668 ]
 [ 0.34663273]
 [ 0.17048722]
 [ 2.67015944]
 [ 0.28486762]
 [ 0.16365729]
 [-1.16498539]
 [-0.80276756]
 [-0.59679441]
 [-0.92206959]
 [ 1.43146589]
 [ 3.24441075]
 [-3.70244046]]
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Progress: 73.0% ... Training loss: 0.087 ... Validation loss: 0.178[[-0.19305835]
 [ 0.35468174]
 [ 0.17637872]
 [ 2.67330436]
 [ 0.29232807]
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 [-0.22574952 -0.3050756  -0.32567344  0.01134748 -0.08477167 -0.16233885
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 [-0.1683428   0.01965518 -0.24237897 -2.21042348 -0.26256323 -0.24398788
   0.15231991 -0.43560122  0.17125272 -0.55931827 -1.31373655 -0.29662639
  -2.39019972]]
Progress: 73.0% ... Training loss: 0.084 ... Validation loss: 0.182[[-0.19446706]
 [ 0.3551095 ]
 [ 0.17532256]
 [ 2.67312678]
 [ 0.2921534 ]
 [ 0.17097187]
 [-1.1705175 ]
 [-0.79739233]
 [-0.58972444]
 [-0.91366488]
 [ 1.43690683]
 [ 3.26314088]
 [-3.69808683]]
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   -9.22955324e-02  -2.02788674e-01   1.44153533e-01  -4.90397027e-01
    4.21689646e-01]
 [ -2.25666614e-01  -3.05217145e-01  -3.25743104e-01   1.04310865e-02
   -8.49249164e-02  -1.62440298e-01  -1.51749634e-01   7.08507180e-02
   -2.24079085e-01  -4.53782339e-01  -1.35291430e-01  -4.87449633e-01
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 [ -1.68640717e-01   2.05686226e-02  -2.42049263e-01  -2.21145561e+00
   -2.61890730e-01  -2.43651298e-01   1.51376938e-01  -4.36693215e-01
    1.70357881e-01  -5.61911715e-01  -1.31297951e+00  -2.88308615e-01
   -2.39409958e+00]]
Progress: 73.1% ... Training loss: 0.086 ... Validation loss: 0.183[[-0.18646915]
 [ 0.36264747]
 [ 0.18116396]
 [ 2.68856755]
 [ 0.30124018]
 [ 0.17891827]
 [-1.15831353]
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 [ 1.44894966]
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   0.1531403  -0.43584241  0.171971   -0.56237547 -1.31386363 -0.29219722
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Progress: 73.2% ... Training loss: 0.089 ... Validation loss: 0.192[[-0.19175121]
 [ 0.35665094]
 [ 0.17370886]
 [ 2.67786721]
 [ 0.29549258]
 [ 0.17445364]
 [-1.1730105 ]
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 [ 1.43764238]
 [ 3.26351191]
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Progress: 73.2% ... Training loss: 0.089 ... Validation loss: 0.175[[-0.1904691 ]
 [ 0.35861516]
 [ 0.17622034]
 [ 2.67539046]
 [ 0.29370878]
 [ 0.17420957]
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Progress: 73.2% ... Training loss: 0.086 ... Validation loss: 0.176[[-0.18890827]
 [ 0.36254009]
 [ 0.17932632]
 [ 2.68750127]
 [ 0.29948497]
 [ 0.17781148]
 [-1.17661221]
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Progress: 73.3% ... Training loss: 0.086 ... Validation loss: 0.187[[-0.18439887]
 [ 0.36388637]
 [ 0.18020469]
 [ 2.69892089]
 [ 0.30134582]
 [ 0.17974804]
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Progress: 73.3% ... Training loss: 0.085 ... Validation loss: 0.180[[-0.19415477]
 [ 0.3573133 ]
 [ 0.17492883]
 [ 2.68624404]
 [ 0.2944631 ]
 [ 0.17233228]
 [-1.19773843]
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 [-0.91832594]
 [ 1.4365418 ]
 [ 3.26098255]
 [-3.70421651]]
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Progress: 73.4% ... Training loss: 0.089 ... Validation loss: 0.185[[-0.18749952]
 [ 0.36668614]
 [ 0.18173465]
 [ 2.6996652 ]
 [ 0.30071757]
 [ 0.1780892 ]
 [-1.18385905]
 [-0.79293523]
 [-0.58681337]
 [-0.91543517]
 [ 1.4475989 ]
 [ 3.27923762]
 [-3.69707213]]
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Progress: 73.5% ... Training loss: 0.086 ... Validation loss: 0.179[[-0.19100136]
 [ 0.35953863]
 [ 0.17551121]
 [ 2.68938842]
 [ 0.29594578]
 [ 0.17491379]
 [-1.17756887]
 [-0.80416012]
 [-0.59231464]
 [-0.92544697]
 [ 1.43877632]
 [ 3.27290532]
 [-3.70918401]]
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Progress: 73.5% ... Training loss: 0.086 ... Validation loss: 0.176[[-0.19493278]
 [ 0.3573565 ]
 [ 0.17278821]
 [ 2.68673868]
 [ 0.29439156]
 [ 0.17303325]
 [-1.184989  ]
 [-0.81097553]
 [-0.58766485]
 [-0.93620169]
 [ 1.43555085]
 [ 3.27197053]
 [-3.70144556]]
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Progress: 73.5% ... Training loss: 0.086 ... Validation loss: 0.173[[-0.20008702]
 [ 0.3518223 ]
 [ 0.16950447]
 [ 2.68049054]
 [ 0.28955783]
 [ 0.16937073]
 [-1.19415861]
 [-0.81589969]
 [-0.59322379]
 [-0.94374186]
 [ 1.42929634]
 [ 3.26758711]
 [-3.70908588]]
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Progress: 73.6% ... Training loss: 0.090 ... Validation loss: 0.176[[-0.19606928]
 [ 0.35721144]
 [ 0.17511828]
 [ 2.69589924]
 [ 0.29446901]
 [ 0.1749453 ]
 [-1.19068968]
 [-0.79801785]
 [-0.58935577]
 [-0.93136073]
 [ 1.43586758]
 [ 3.28053911]
 [-3.70104061]]
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Progress: 73.7% ... Training loss: 0.086 ... Validation loss: 0.182[[-0.19422817]
 [ 0.3544568 ]
 [ 0.17123587]
 [ 2.69402264]
 [ 0.29230407]
 [ 0.17399691]
 [-1.19077248]
 [-0.8126278 ]
 [-0.59427585]
 [-0.93755186]
 [ 1.43141185]
 [ 3.27438025]
 [-3.70898854]]
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Progress: 73.7% ... Training loss: 0.087 ... Validation loss: 0.176[[-0.19084168]
 [ 0.35516109]
 [ 0.17438775]
 [ 2.70229486]
 [ 0.29342413]
 [ 0.17637765]
 [-1.19558762]
 [-0.80689186]
 [-0.59663831]
 [-0.92148875]
 [ 1.43491277]
 [ 3.26421634]
 [-3.70605236]]
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Progress: 73.8% ... Training loss: 0.088 ... Validation loss: 0.182[[-0.18743301]
 [ 0.3575541 ]
 [ 0.17592546]
 [ 2.69961835]
 [ 0.29662439]
 [ 0.1797547 ]
 [-1.18677583]
 [-0.81080439]
 [-0.59300334]
 [-0.92658624]
 [ 1.43372709]
 [ 3.26908178]
 [-3.70265058]]
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Progress: 73.8% ... Training loss: 0.085 ... Validation loss: 0.176[[-0.19013333]
 [ 0.35937829]
 [ 0.17944876]
 [ 2.69841087]
 [ 0.29685645]
 [ 0.18004648]
 [-1.18781589]
 [-0.80365208]
 [-0.59139668]
 [-0.9273837 ]
 [ 1.43295072]
 [ 3.27025158]
 [-3.70314169]]
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Progress: 73.8% ... Training loss: 0.085 ... Validation loss: 0.178[[-0.18851788]
 [ 0.35886506]
 [ 0.17721973]
 [ 2.69874478]
 [ 0.29673526]
 [ 0.18131506]
 [-1.17557451]
 [-0.81044381]
 [-0.5860458 ]
 [-0.93148948]
 [ 1.43253404]
 [ 3.26425557]
 [-3.70746697]]
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Progress: 73.9% ... Training loss: 0.087 ... Validation loss: 0.173[[-0.17952703]
 [ 0.37025351]
 [ 0.18591239]
 [ 2.72000102]
 [ 0.30646295]
 [ 0.18942286]
 [-1.15499305]
 [-0.78663307]
 [-0.56342346]
 [-0.91579359]
 [ 1.44953727]
 [ 3.29214201]
 [-3.69907512]]
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Progress: 74.0% ... Training loss: 0.097 ... Validation loss: 0.189[[-0.1886766 ]
 [ 0.35533676]
 [ 0.17383053]
 [ 2.69142738]
 [ 0.28939479]
 [ 0.17840608]
 [-1.18615818]
 [-0.82037375]
 [-0.59853616]
 [-0.92707194]
 [ 1.42336119]
 [ 3.236033  ]
 [-3.73418805]]
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Progress: 74.0% ... Training loss: 0.127 ... Validation loss: 0.192[[-0.17535775]
 [ 0.37201359]
 [ 0.18869157]
 [ 2.73379624]
 [ 0.3058197 ]
 [ 0.19170005]
 [-1.14712596]
 [-0.78300025]
 [-0.5595431 ]
 [-0.90853446]
 [ 1.45517291]
 [ 3.27453715]
 [-3.69055657]]
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Progress: 74.0% ... Training loss: 0.105 ... Validation loss: 0.199[[-0.19344101]
 [ 0.35541226]
 [ 0.17481207]
 [ 2.7010381 ]
 [ 0.29063834]
 [ 0.17625835]
 [-1.18874196]
 [-0.80986412]
 [-0.59606678]
 [-0.93146686]
 [ 1.42845198]
 [ 3.23723839]
 [-3.72204879]]
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   -2.22500031e-01  -4.55567177e-01  -1.36899697e-01  -4.91226136e-01
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Progress: 74.1% ... Training loss: 0.102 ... Validation loss: 0.187[[-0.17450482]
 [ 0.37360518]
 [ 0.19034855]
 [ 2.72468074]
 [ 0.307905  ]
 [ 0.19354074]
 [-1.1552961 ]
 [-0.78427782]
 [-0.56618573]
 [-0.90200136]
 [ 1.44549   ]
 [ 3.26409123]
 [-3.70225255]]
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Progress: 74.2% ... Training loss: 0.087 ... Validation loss: 0.185[[-0.18710731]
 [ 0.36361159]
 [ 0.18312995]
 [ 2.71954899]
 [ 0.2973824 ]
 [ 0.18261068]
 [-1.17657114]
 [-0.79237339]
 [-0.58144172]
 [-0.92309021]
 [ 1.44161702]
 [ 3.25760036]
 [-3.71516576]]
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   -2.23964481e-01  -4.54626042e-01  -1.34873916e-01  -4.86500623e-01
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Progress: 74.2% ... Training loss: 0.084 ... Validation loss: 0.177[[-0.18774039]
 [ 0.36090201]
 [ 0.18145202]
 [ 2.71608884]
 [ 0.29444321]
 [ 0.18049198]
 [-1.17222883]
 [-0.80306237]
 [-0.58448854]
 [-0.92206566]
 [ 1.43859343]
 [ 3.26258934]
 [-3.71766088]]
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Progress: 74.2% ... Training loss: 0.084 ... Validation loss: 0.174[[-0.18587564]
 [ 0.35957494]
 [ 0.17980971]
 [ 2.72338116]
 [ 0.29305036]
 [ 0.18052336]
 [-1.17248617]
 [-0.8094687 ]
 [-0.59042248]
 [-0.9198403 ]
 [ 1.44124196]
 [ 3.25594813]
 [-3.71458439]]
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Progress: 74.3% ... Training loss: 0.086 ... Validation loss: 0.173[[-0.18182426]
 [ 0.36884489]
 [ 0.1867457 ]
 [ 2.73796736]
 [ 0.30143141]
 [ 0.18527506]
 [-1.16630271]
 [-0.78162726]
 [-0.56902343]
 [-0.91226777]
 [ 1.45349475]
 [ 3.2884071 ]
 [-3.70011814]]
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Progress: 74.3% ... Training loss: 0.106 ... Validation loss: 0.182[[-0.19213948]
 [ 0.35557083]
 [ 0.17531538]
 [ 2.71353069]
 [ 0.28726395]
 [ 0.17301362]
 [-1.1931316 ]
 [-0.82472841]
 [-0.60269858]
 [-0.93419552]
 [ 1.43387209]
 [ 3.25649954]
 [-3.72827034]]
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   -2.21755490e-01  -4.55879072e-01  -1.38880490e-01  -4.94621441e-01
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Progress: 74.4% ... Training loss: 0.103 ... Validation loss: 0.181[[-0.18332449]
 [ 0.36881438]
 [ 0.18597557]
 [ 2.73286499]
 [ 0.30244986]
 [ 0.18418019]
 [-1.16876437]
 [-0.78301312]
 [-0.57782584]
 [-0.91580587]
 [ 1.45062708]
 [ 3.29897207]
 [-3.69282632]]
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Progress: 74.5% ... Training loss: 0.105 ... Validation loss: 0.195[[-0.1896693 ]
 [ 0.35528121]
 [ 0.17550158]
 [ 2.70983857]
 [ 0.28931703]
 [ 0.17582855]
 [-1.18484007]
 [-0.80837159]
 [-0.60392568]
 [-0.92278507]
 [ 1.42950053]
 [ 3.26414616]
 [-3.72346957]]
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   -2.22739195e-01  -4.56955540e-01  -1.36936904e-01  -4.85896227e-01
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Progress: 74.5% ... Training loss: 0.093 ... Validation loss: 0.176[[-0.17292422]
 [ 0.37478971]
 [ 0.19084133]
 [ 2.73194999]
 [ 0.30871783]
 [ 0.19155385]
 [-1.15192834]
 [-0.77462492]
 [-0.57561155]
 [-0.9006652 ]
 [ 1.44892201]
 [ 3.29815309]
 [-3.7042993 ]]
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   -2.25913182e-01  -4.60494097e-01  -1.30392483e-01  -4.72278803e-01
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Progress: 74.5% ... Training loss: 0.096 ... Validation loss: 0.197[[-0.18130477]
 [ 0.36271117]
 [ 0.18110515]
 [ 2.72533105]
 [ 0.29771386]
 [ 0.18247578]
 [-1.16685742]
 [-0.79952243]
 [-0.59057123]
 [-0.92602095]
 [ 1.43818584]
 [ 3.26908104]
 [-3.71878824]]
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Progress: 74.6% ... Training loss: 0.086 ... Validation loss: 0.171[[-0.18205859]
 [ 0.36305089]
 [ 0.18172362]
 [ 2.73452683]
 [ 0.29989695]
 [ 0.1824148 ]
 [-1.16874896]
 [-0.79596856]
 [-0.59019772]
 [-0.92384271]
 [ 1.44349276]
 [ 3.27392109]
 [-3.71256809]]
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Progress: 74.7% ... Training loss: 0.083 ... Validation loss: 0.173[[-0.18303828]
 [ 0.35840989]
 [ 0.17953101]
 [ 2.7379188 ]
 [ 0.2961785 ]
 [ 0.17956944]
 [-1.17018031]
 [-0.80116174]
 [-0.60363969]
 [-0.92150657]
 [ 1.44413098]
 [ 3.26579191]
 [-3.72166775]]
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   -2.26049341e-01  -4.63118326e-01  -1.26097951e-01  -4.65871528e-01
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Progress: 74.7% ... Training loss: 0.086 ... Validation loss: 0.179[[-0.17851246]
 [ 0.36452269]
 [ 0.1840843 ]
 [ 2.75383816]
 [ 0.30224009]
 [ 0.184482  ]
 [-1.15272296]
 [-0.78280919]
 [-0.58547896]
 [-0.92224255]
 [ 1.45540992]
 [ 3.28246444]
 [-3.71414702]]
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   -2.27252572e-01  -4.62833798e-01  -1.23225732e-01  -4.58904440e-01
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    1.76923569e-01  -5.60643834e-01  -1.32991918e+00  -3.35116560e-01
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Progress: 74.8% ... Training loss: 0.094 ... Validation loss: 0.193[[-0.19367097]
 [ 0.34927738]
 [ 0.1738818 ]
 [ 2.73794103]
 [ 0.28821985]
 [ 0.17036373]
 [-1.18999431]
 [-0.80722061]
 [-0.61858834]
 [-0.93607867]
 [ 1.44311056]
 [ 3.25876475]
 [-3.73476209]]
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   -2.25542717e-01  -4.60467505e-01  -1.26601311e-01  -4.65732775e-01
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Progress: 74.8% ... Training loss: 0.091 ... Validation loss: 0.178[[-0.18778509]
 [ 0.35696722]
 [ 0.17984975]
 [ 2.75308179]
 [ 0.29401708]
 [ 0.17605983]
 [-1.1819064 ]
 [-0.7949215 ]
 [-0.60159799]
 [-0.92991391]
 [ 1.45498238]
 [ 3.27358305]
 [-3.71205265]]
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   -2.27283754e-01  -4.61243620e-01  -1.22515751e-01  -4.56547241e-01
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Progress: 74.8% ... Training loss: 0.091 ... Validation loss: 0.186[[-0.18592783]
 [ 0.35593743]
 [ 0.17824476]
 [ 2.75364481]
 [ 0.29240918]
 [ 0.17738214]
 [-1.16873745]
 [-0.80230772]
 [-0.60626579]
 [-0.92997035]
 [ 1.45133584]
 [ 3.25945411]
 [-3.71955416]]
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   -2.28065083e-01  -4.61930988e-01  -1.21695353e-01  -4.58826068e-01
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Progress: 74.9% ... Training loss: 0.084 ... Validation loss: 0.180[[-0.19124628]
 [ 0.35032173]
 [ 0.1736363 ]
 [ 2.74492001]
 [ 0.28433873]
 [ 0.17128498]
 [-1.17586389]
 [-0.81841409]
 [-0.61630107]
 [-0.93899016]
 [ 1.44339623]
 [ 3.24868197]
 [-3.73046659]]
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   -2.25263281e-01  -4.59508665e-01  -1.29711145e-01  -4.70319443e-01
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Progress: 75.0% ... Training loss: 0.096 ... Validation loss: 0.173[[-0.17895274]
 [ 0.36678231]
 [ 0.18867063]
 [ 2.76802504]
 [ 0.30140819]
 [ 0.18485867]
 [-1.15475103]
 [-0.78101434]
 [-0.58536663]
 [-0.92131896]
 [ 1.4639442 ]
 [ 3.290207  ]
 [-3.70723202]]
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Progress: 75.0% ... Training loss: 0.107 ... Validation loss: 0.208[[-0.18716232]
 [ 0.35462947]
 [ 0.17720102]
 [ 2.74971733]
 [ 0.28804009]
 [ 0.17614165]
 [-1.16955881]
 [-0.80951358]
 [-0.60384796]
 [-0.94449949]
 [ 1.44505432]
 [ 3.25480896]
 [-3.73544735]]
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   -2.26421928e-01  -4.59127967e-01  -1.27088231e-01  -4.65426761e-01
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Progress: 75.0% ... Training loss: 0.088 ... Validation loss: 0.169[[-0.17961407]
 [ 0.36396856]
 [ 0.18469025]
 [ 2.76447476]
 [ 0.29556616]
 [ 0.18325093]
 [-1.15612416]
 [-0.78664584]
 [-0.58752438]
 [-0.92693589]
 [ 1.45744391]
 [ 3.27884372]
 [-3.72088487]]
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   -2.27351287e-01  -4.59879881e-01  -1.25411906e-01  -4.61248287e-01
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Progress: 75.1% ... Training loss: 0.091 ... Validation loss: 0.178[[-0.17619464]
 [ 0.36302402]
 [ 0.18492488]
 [ 2.76455885]
 [ 0.29566689]
 [ 0.18485886]
 [-1.16161584]
 [-0.79221532]
 [-0.60020732]
 [-0.92210095]
 [ 1.45543852]
 [ 3.27442913]
 [-3.72811749]]
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Progress: 75.2% ... Training loss: 0.084 ... Validation loss: 0.175[[-0.18760675]
 [ 0.356764  ]
 [ 0.17939096]
 [ 2.75474308]
 [ 0.28916614]
 [ 0.17568517]
 [-1.18553236]
 [-0.79965326]
 [-0.61543155]
 [-0.937666  ]
 [ 1.44876068]
 [ 3.26812508]
 [-3.74100918]]
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Progress: 75.2% ... Training loss: 0.084 ... Validation loss: 0.171[[-0.17857434]
 [ 0.36563947]
 [ 0.18642862]
 [ 2.77033583]
 [ 0.29760563]
 [ 0.18539341]
 [-1.16072785]
 [-0.78373762]
 [-0.60088483]
 [-0.92715963]
 [ 1.46066147]
 [ 3.2817966 ]
 [-3.73478444]]
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Progress: 75.2% ... Training loss: 0.084 ... Validation loss: 0.174[[-0.18160989]
 [ 0.3603792 ]
 [ 0.18301486]
 [ 2.77330995]
 [ 0.29362677]
 [ 0.18160239]
 [-1.16266474]
 [-0.79377041]
 [-0.61007163]
 [-0.93538834]
 [ 1.46049992]
 [ 3.2743523 ]
 [-3.74301847]]
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   -2.29342910e-01  -4.60288978e-01  -1.19837645e-01  -4.58187192e-01
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Progress: 75.3% ... Training loss: 0.084 ... Validation loss: 0.171[[-0.17889174]
 [ 0.36548606]
 [ 0.18692388]
 [ 2.78698767]
 [ 0.29902904]
 [ 0.18444064]
 [-1.16163756]
 [-0.78318631]
 [-0.59791253]
 [-0.92986426]
 [ 1.47153009]
 [ 3.29472081]
 [-3.74186646]]
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   -2.29378102e-01  -4.60268667e-01  -1.19679144e-01  -4.59679300e-01
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Progress: 75.3% ... Training loss: 0.088 ... Validation loss: 0.181[[-0.1874492 ]
 [ 0.35487523]
 [ 0.17854739]
 [ 2.770418  ]
 [ 0.28899276]
 [ 0.17555029]
 [-1.17932138]
 [-0.80132706]
 [-0.62052669]
 [-0.94618202]
 [ 1.45550035]
 [ 3.27157161]
 [-3.75379999]]
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   -2.27051155e-01  -4.58514407e-01  -1.24924830e-01  -4.71711360e-01
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Progress: 75.4% ... Training loss: 0.087 ... Validation loss: 0.170[[-0.18777277]
 [ 0.35931649]
 [ 0.18265461]
 [ 2.78255909]
 [ 0.29429079]
 [ 0.17716323]
 [-1.17366097]
 [-0.78254867]
 [-0.61083439]
 [-0.93805428]
 [ 1.46865182]
 [ 3.29937769]
 [-3.73713233]]
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Progress: 75.5% ... Training loss: 0.091 ... Validation loss: 0.183[[-0.18778165]
 [ 0.35645794]
 [ 0.18006678]
 [ 2.78313063]
 [ 0.29081365]
 [ 0.17672323]
 [-1.17435077]
 [-0.79865296]
 [-0.61760136]
 [-0.94278653]
 [ 1.46418837]
 [ 3.28623301]
 [-3.75824501]]
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   -2.26020516e-01  -4.57229586e-01  -1.26753223e-01  -4.78677054e-01
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Progress: 75.5% ... Training loss: 0.084 ... Validation loss: 0.172[[-0.18509613]
 [ 0.35739034]
 [ 0.18082111]
 [ 2.79113473]
 [ 0.29151164]
 [ 0.17955742]
 [-1.16838871]
 [-0.7984868 ]
 [-0.61659926]
 [-0.93939581]
 [ 1.46728363]
 [ 3.28684825]
 [-3.75705136]]
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   -2.24745157e-01  -4.56738580e-01  -1.29587436e-01  -4.87239322e-01
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Progress: 75.5% ... Training loss: 0.083 ... Validation loss: 0.179[[-0.18989863]
 [ 0.35465624]
 [ 0.18058949]
 [ 2.7863799 ]
 [ 0.29015941]
 [ 0.17761144]
 [-1.17347225]
 [-0.79400236]
 [-0.61432947]
 [-0.94727447]
 [ 1.46182945]
 [ 3.29126824]
 [-3.75666303]]
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Progress: 75.6% ... Training loss: 0.082 ... Validation loss: 0.174[[-0.18893803]
 [ 0.35843485]
 [ 0.18153253]
 [ 2.79553157]
 [ 0.29432372]
 [ 0.17912235]
 [-1.16665115]
 [-0.78605471]
 [-0.60776372]
 [-0.9441391 ]
 [ 1.47021281]
 [ 3.29966142]
 [-3.74939312]]
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Progress: 75.7% ... Training loss: 0.086 ... Validation loss: 0.176[[-0.19089192]
 [ 0.35534955]
 [ 0.18013415]
 [ 2.78421915]
 [ 0.2903748 ]
 [ 0.17657035]
 [-1.17507938]
 [-0.79330409]
 [-0.61813702]
 [-0.9488431 ]
 [ 1.46038524]
 [ 3.2896283 ]
 [-3.75811401]]
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   -2.27969691e-01  -4.58584768e-01  -1.20278415e-01  -4.70702049e-01
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Progress: 75.7% ... Training loss: 0.082 ... Validation loss: 0.171[[-0.18497527]
 [ 0.3640248 ]
 [ 0.18628206]
 [ 2.77897578]
 [ 0.29575676]
 [ 0.18156361]
 [-1.18361519]
 [-0.78340529]
 [-0.61326429]
 [-0.93851197]
 [ 1.45871084]
 [ 3.29964423]
 [-3.75323145]]
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    1.74474868e-01  -5.71414496e-01  -1.33337628e+00  -2.99201712e-01
   -2.40932402e+00]]
Progress: 75.8% ... Training loss: 0.086 ... Validation loss: 0.177[[-0.18823502]
 [ 0.35972146]
 [ 0.18288285]
 [ 2.77785317]
 [ 0.29346894]
 [ 0.1799237 ]
 [-1.18284966]
 [-0.7827275 ]
 [-0.61946057]
 [-0.9353069 ]
 [ 1.45682456]
 [ 3.30063207]
 [-3.75476143]]
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   -2.28390670e-01  -4.59191987e-01  -1.19696347e-01  -4.70098169e-01
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    1.75648826e-01  -5.70127357e-01  -1.33424652e+00  -3.03444151e-01
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Progress: 75.8% ... Training loss: 0.083 ... Validation loss: 0.176[[-0.18716632]
 [ 0.35669331]
 [ 0.1830467 ]
 [ 2.78196348]
 [ 0.29285517]
 [ 0.17956328]
 [-1.16997397]
 [-0.79163214]
 [-0.6254215 ]
 [-0.93786999]
 [ 1.45678695]
 [ 3.29447934]
 [-3.75266325]]
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Progress: 75.8% ... Training loss: 0.083 ... Validation loss: 0.172[[-0.1893271 ]
 [ 0.35702914]
 [ 0.18288486]
 [ 2.78554436]
 [ 0.29338934]
 [ 0.17942433]
 [-1.1714473 ]
 [-0.78069208]
 [-0.62047813]
 [-0.93470223]
 [ 1.4577477 ]
 [ 3.30514927]
 [-3.74732642]]
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   -8.27581967e-02  -1.62801494e-01  -1.57010553e-01   5.75533079e-02
   -2.29030806e-01  -4.57812977e-01  -1.17767488e-01  -4.70369059e-01
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Progress: 75.9% ... Training loss: 0.084 ... Validation loss: 0.180[[-0.19363976]
 [ 0.35239058]
 [ 0.17919434]
 [ 2.77398725]
 [ 0.28782544]
 [ 0.17480911]
 [-1.18027023]
 [-0.78710896]
 [-0.62940496]
 [-0.9387859 ]
 [ 1.44728751]
 [ 3.29122528]
 [-3.75814985]]
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   -2.28071633e-01  -4.56895434e-01  -1.20651759e-01  -4.74409369e-01
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    1.75755129e-01  -5.71012963e-01  -1.33604892e+00  -3.03877539e-01
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Progress: 76.0% ... Training loss: 0.083 ... Validation loss: 0.177[[-0.2019178 ]
 [ 0.351161  ]
 [ 0.17901198]
 [ 2.77761647]
 [ 0.28772408]
 [ 0.17202766]
 [-1.19415899]
 [-0.77571581]
 [-0.62720281]
 [-0.94050582]
 [ 1.4486463 ]
 [ 3.30030307]
 [-3.74707461]]
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   -2.27212184e-01  -4.54175497e-01  -1.23805074e-01  -4.77842447e-01
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Progress: 76.0% ... Training loss: 0.088 ... Validation loss: 0.181[[-0.19373279]
 [ 0.35341693]
 [ 0.17986454]
 [ 2.77760962]
 [ 0.2896157 ]
 [ 0.1775171 ]
 [-1.1759155 ]
 [-0.78475177]
 [-0.62287032]
 [-0.93735987]
 [ 1.44796798]
 [ 3.28849892]
 [-3.76106866]]
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   -2.28046487e-01  -4.54182159e-01  -1.21951355e-01  -4.78125530e-01
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    1.77476411e-01  -5.71254823e-01  -1.33749559e+00  -3.08741389e-01
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Progress: 76.0% ... Training loss: 0.083 ... Validation loss: 0.179[[-0.18985348]
 [ 0.35805222]
 [ 0.18121465]
 [ 2.78073447]
 [ 0.29287112]
 [ 0.17915057]
 [-1.17044574]
 [-0.78444452]
 [-0.61633224]
 [-0.93777369]
 [ 1.45193813]
 [ 3.29724581]
 [-3.75737937]]
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   -2.28084616e-01  -4.55562809e-01  -1.19644103e-01  -4.76002394e-01
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    1.77952094e-01  -5.71249498e-01  -1.33769730e+00  -3.11480305e-01
   -2.41208249e+00]]
Progress: 76.1% ... Training loss: 0.081 ... Validation loss: 0.177[[-0.19510197]
 [ 0.35349016]
 [ 0.17883419]
 [ 2.78248847]
 [ 0.28931896]
 [ 0.17565546]
 [-1.17778098]
 [-0.78438375]
 [-0.62285421]
 [-0.93947451]
 [ 1.45148547]
 [ 3.29490175]
 [-3.75509571]]
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   -9.06486335e-02  -1.98356213e-01   1.40563872e-01  -5.25407934e-01
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   -8.30330456e-02  -1.63281617e-01  -1.52837238e-01   5.82263888e-02
   -2.28275847e-01  -4.56267244e-01  -1.18851865e-01  -4.75314473e-01
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    1.80296147e-01  -5.70397170e-01  -1.34084015e+00  -3.22046582e-01
   -2.41228337e+00]]
Progress: 76.2% ... Training loss: 0.081 ... Validation loss: 0.175[[-0.19523394]
 [ 0.35341396]
 [ 0.17975308]
 [ 2.77867377]
 [ 0.28857055]
 [ 0.17598767]
 [-1.17881091]
 [-0.78296771]
 [-0.62660851]
 [-0.92890023]
 [ 1.44632162]
 [ 3.28677211]
 [-3.75747932]]
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   -2.26367164e-01  -4.56078109e-01  -1.22539707e-01  -4.85126106e-01
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    1.78982312e-01  -5.71386556e-01  -1.33989620e+00  -3.16280463e-01
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Progress: 76.2% ... Training loss: 0.082 ... Validation loss: 0.179[[-0.18903746]
 [ 0.3562938 ]
 [ 0.18129568]
 [ 2.77366616]
 [ 0.29011333]
 [ 0.18078994]
 [-1.16996284]
 [-0.79390701]
 [-0.62354771]
 [-0.92652145]
 [ 1.44140547]
 [ 3.2765697 ]
 [-3.75788296]]
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   -2.23348206e-01  -4.56217399e-01  -1.30445552e-01  -5.02966172e-01
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    1.78599163e-01  -5.71303345e-01  -1.33954851e+00  -3.14691422e-01
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Progress: 76.2% ... Training loss: 0.089 ... Validation loss: 0.178[[-0.19198468]
 [ 0.35808281]
 [ 0.18307281]
 [ 2.77955343]
 [ 0.29143614]
 [ 0.17992231]
 [-1.16910916]
 [-0.7850313 ]
 [-0.61536029]
 [-0.93509891]
 [ 1.44531066]
 [ 3.29095385]
 [-3.74921353]]
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   -8.50356746e-02  -1.64151536e-01  -1.43457000e-01   6.42781368e-02
   -2.22360394e-01  -4.53838171e-01  -1.33027345e-01  -5.06734563e-01
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    1.77774048e-01  -5.71187365e-01  -1.33846334e+00  -3.12410914e-01
   -2.41236331e+00]]
Progress: 76.3% ... Training loss: 0.082 ... Validation loss: 0.176[[-0.19412363]
 [ 0.35621424]
 [ 0.18207526]
 [ 2.77430507]
 [ 0.28935386]
 [ 0.17755274]
 [-1.1793202 ]
 [-0.78227159]
 [-0.61424999]
 [-0.93596388]
 [ 1.44000633]
 [ 3.29433303]
 [-3.75700156]]
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   -8.50579336e-02  -1.64012070e-01  -1.43841149e-01   6.41373609e-02
   -2.22127835e-01  -4.55547567e-01  -1.33122173e-01  -5.09103080e-01
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    1.77155952e-01  -5.72466994e-01  -1.33878905e+00  -3.11505634e-01
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Progress: 76.3% ... Training loss: 0.084 ... Validation loss: 0.178[[-0.18803761]
 [ 0.35423858]
 [ 0.18092866]
 [ 2.77491656]
 [ 0.28769056]
 [ 0.17986669]
 [-1.16758797]
 [-0.80005001]
 [-0.62896715]
 [-0.92829047]
 [ 1.43895376]
 [ 3.2786185 ]
 [-3.75141576]]
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   -8.43754533e-02  -1.63692997e-01  -1.46863884e-01   6.08770329e-02
   -2.23798459e-01  -4.58347214e-01  -1.28710388e-01  -5.02713308e-01
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Progress: 76.4% ... Training loss: 0.084 ... Validation loss: 0.174[[-0.19407549]
 [ 0.34813652]
 [ 0.17573896]
 [ 2.76990906]
 [ 0.27984996]
 [ 0.17428629]
 [-1.18425917]
 [-0.80696861]
 [-0.64364002]
 [-0.93180053]
 [ 1.43158527]
 [ 3.27175755]
 [-3.75042792]]
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    1.80931647e-01  -5.72979542e-01  -1.34290629e+00  -3.22191919e-01
   -2.41330734e+00]]
Progress: 76.5% ... Training loss: 0.091 ... Validation loss: 0.180[[-0.1815152 ]
 [ 0.36236311]
 [ 0.18683976]
 [ 2.79029567]
 [ 0.29536003]
 [ 0.18732682]
 [-1.1519136 ]
 [-0.78349398]
 [-0.60935717]
 [-0.91870704]
 [ 1.44884566]
 [ 3.30847972]
 [-3.73211045]]
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   -2.61652193e-01  -2.40818391e-01   1.53280370e-01  -4.23870596e-01
    1.79046552e-01  -5.74522062e-01  -1.34158145e+00  -3.13787091e-01
   -2.41674941e+00]]
Progress: 76.5% ... Training loss: 0.092 ... Validation loss: 0.190[[-0.19297864]
 [ 0.35325938]
 [ 0.17868152]
 [ 2.77293461]
 [ 0.28561615]
 [ 0.17604581]
 [-1.17715979]
 [-0.80463871]
 [-0.63759168]
 [-0.93135604]
 [ 1.43583141]
 [ 3.28926833]
 [-3.75618887]]
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    1.79575190e-01  -5.74446748e-01  -1.34245756e+00  -3.13394247e-01
   -2.41586288e+00]]
Progress: 76.5% ... Training loss: 0.088 ... Validation loss: 0.172[[-0.17978545]
 [ 0.3706773 ]
 [ 0.19122254]
 [ 2.78785408]
 [ 0.30136978]
 [ 0.18857733]
 [-1.14833322]
 [-0.77276181]
 [-0.60568488]
 [-0.91551611]
 [ 1.45311889]
 [ 3.32790201]
 [-3.72739261]]
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    1.78513796e-01  -5.73954715e-01  -1.34127674e+00  -3.10565593e-01
   -2.41591675e+00]]
Progress: 76.6% ... Training loss: 0.108 ... Validation loss: 0.196[[-0.19720437]
 [ 0.35078602]
 [ 0.17586919]
 [ 2.7602891 ]
 [ 0.28214732]
 [ 0.17058574]
 [-1.18213753]
 [-0.80034225]
 [-0.64387493]
 [-0.94282689]
 [ 1.42696353]
 [ 3.29326516]
 [-3.76268799]]
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   -2.41821507e+00]]
Progress: 76.7% ... Training loss: 0.093 ... Validation loss: 0.178[[-0.19412634]
 [ 0.35975792]
 [ 0.1847644 ]
 [ 2.78285698]
 [ 0.29231827]
 [ 0.17769966]
 [-1.16059445]
 [-0.77150887]
 [-0.62002651]
 [-0.938556  ]
 [ 1.44572727]
 [ 3.32772839]
 [-3.73792402]]
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Progress: 76.7% ... Training loss: 0.098 ... Validation loss: 0.186[[-0.20029894]
 [ 0.34984057]
 [ 0.17655172]
 [ 2.75799366]
 [ 0.28192727]
 [ 0.17096719]
 [-1.1913849 ]
 [-0.79371201]
 [-0.64520038]
 [-0.94721061]
 [ 1.42520244]
 [ 3.30197137]
 [-3.75525356]]
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   -8.34231779e-02  -1.63238483e-01  -1.53404546e-01   5.75554050e-02
   -2.25926255e-01  -4.62422803e-01  -1.24725654e-01  -4.96758852e-01
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 [ -1.71232270e-01   2.32494326e-02  -2.41480607e-01  -2.28376716e+00
   -2.61937579e-01  -2.41052609e-01   1.55118786e-01  -4.23817545e-01
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Progress: 76.8% ... Training loss: 0.090 ... Validation loss: 0.180[[-0.18895977]
 [ 0.36145425]
 [ 0.18566343]
 [ 2.78445784]
 [ 0.29398472]
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Progress: 76.8% ... Training loss: 0.084 ... Validation loss: 0.174[[-0.18750402]
 [ 0.36063805]
 [ 0.18507369]
 [ 2.77603391]
 [ 0.29230566]
 [ 0.18266903]
 [-1.1664019 ]
 [-0.79257562]
 [-0.63144011]
 [-0.93695155]
 [ 1.43689072]
 [ 3.30192498]
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Progress: 76.8% ... Training loss: 0.083 ... Validation loss: 0.167[[-0.18759069]
 [ 0.36328483]
 [ 0.1888397 ]
 [ 2.78863615]
 [ 0.29509141]
 [ 0.18326762]
 [-1.16024947]
 [-0.78101626]
 [-0.62760277]
 [-0.93134684]
 [ 1.44689007]
 [ 3.32289313]
 [-3.74220899]]
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   -2.25665471e-01  -4.62278251e-01  -1.24302223e-01  -5.01965611e-01
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 [ -1.71423463e-01   2.39404527e-02  -2.41186570e-01  -2.28404863e+00
   -2.61487517e-01  -2.40888963e-01   1.50370790e-01  -4.26731519e-01
    1.77584259e-01  -5.72269469e-01  -1.33900938e+00  -3.01193832e-01
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Progress: 76.9% ... Training loss: 0.084 ... Validation loss: 0.173[[-0.19114171]
 [ 0.35907455]
 [ 0.1868887 ]
 [ 2.77879882]
 [ 0.29006522]
 [ 0.18135161]
 [-1.17389022]
 [-0.79329958]
 [-0.64355558]
 [-0.93386376]
 [ 1.43800671]
 [ 3.31747323]
 [-3.74820787]]
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   -2.25164595e-01  -4.60377885e-01  -1.26161035e-01  -5.05002916e-01
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Progress: 77.0% ... Training loss: 0.084 ... Validation loss: 0.168[[-0.19436813]
 [ 0.3584201 ]
 [ 0.18659207]
 [ 2.78119394]
 [ 0.29073763]
 [ 0.17967272]
 [-1.17619504]
 [-0.78667257]
 [-0.63944633]
 [-0.9364812 ]
 [ 1.4389728 ]
 [ 3.32928237]
 [-3.74600053]]
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   -2.26111808e-01  -4.59409875e-01  -1.25559792e-01  -5.06983330e-01
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 [ -1.71414396e-01   2.43891089e-02  -2.41065045e-01  -2.28694038e+00
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Progress: 77.0% ... Training loss: 0.082 ... Validation loss: 0.168[[-0.19735374]
 [ 0.35410834]
 [ 0.18389579]
 [ 2.76422188]
 [ 0.28447534]
 [ 0.17596221]
 [-1.19283453]
 [-0.78947262]
 [-0.64771825]
 [-0.93951031]
 [ 1.42535497]
 [ 3.31640228]
 [-3.75043613]]
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Progress: 77.0% ... Training loss: 0.086 ... Validation loss: 0.174[[-0.18504435]
 [ 0.3666553 ]
 [ 0.19453625]
 [ 2.77747423]
 [ 0.29667266]
 [ 0.18784233]
 [-1.17349395]
 [-0.77676409]
 [-0.63506907]
 [-0.9214125 ]
 [ 1.43720535]
 [ 3.33441542]
 [-3.73890677]]
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   -8.31148652e-02  -1.63241639e-01  -1.55380835e-01   5.61119270e-02
   -2.27880951e-01  -4.61291774e-01  -1.23173570e-01  -5.01074422e-01
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 [ -1.71827020e-01   2.49945236e-02  -2.40866482e-01  -2.28983156e+00
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Progress: 77.1% ... Training loss: 0.083 ... Validation loss: 0.169[[-0.19365101]
 [ 0.35364062]
 [ 0.18665359]
 [ 2.76798697]
 [ 0.28588118]
 [ 0.18049202]
 [-1.17992657]
 [-0.78635161]
 [-0.6549032 ]
 [-0.93239069]
 [ 1.42554702]
 [ 3.32730652]
 [-3.74888481]]
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   -8.35171847e-02  -1.63464964e-01  -1.54422129e-01   5.75184157e-02
   -2.27347688e-01  -4.59197406e-01  -1.24705420e-01  -5.06412678e-01
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 [ -1.71820136e-01   2.50770021e-02  -2.40832066e-01  -2.29226731e+00
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Progress: 77.2% ... Training loss: 0.086 ... Validation loss: 0.176[[-0.18746534]
 [ 0.36411093]
 [ 0.19501075]
 [ 2.78243696]
 [ 0.29703602]
 [ 0.18798769]
 [-1.16583803]
 [-0.76450158]
 [-0.63835038]
 [-0.91888661]
 [ 1.43726673]
 [ 3.3500711 ]
 [-3.73875734]]
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   -8.23583279e-02  -1.62835225e-01  -1.59745297e-01   5.33386908e-02
   -2.30392557e-01  -4.61376899e-01  -1.19480774e-01  -4.95396159e-01
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 [ -1.72406286e-01   2.63907416e-02  -2.40250040e-01  -2.29155411e+00
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Progress: 77.2% ... Training loss: 0.088 ... Validation loss: 0.193[[-0.20129607]
 [ 0.35205551]
 [ 0.18080343]
 [ 2.76760147]
 [ 0.28556635]
 [ 0.17317947]
 [-1.19635767]
 [-0.79264999]
 [-0.65977075]
 [-0.94981734]
 [ 1.42406092]
 [ 3.31486596]
 [-3.76501638]]
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   -2.29890767e-01  -4.61384235e-01  -1.20506792e-01  -4.97276812e-01
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Progress: 77.2% ... Training loss: 0.093 ... Validation loss: 0.180[[-0.19054609]
 [ 0.36370492]
 [ 0.1924538 ]
 [ 2.78835812]
 [ 0.29730498]
 [ 0.18500594]
 [-1.17559194]
 [-0.75933382]
 [-0.64257078]
 [-0.91750886]
 [ 1.4407098 ]
 [ 3.34145305]
 [-3.74598262]]
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   -2.31268218e-01  -4.63445320e-01  -1.18855262e-01  -4.94164996e-01
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 [ -1.72212701e-01   2.58904654e-02  -2.40425799e-01  -2.29356071e+00
   -2.60200237e-01  -2.39976957e-01   1.50305113e-01  -4.30261590e-01
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Progress: 77.3% ... Training loss: 0.088 ... Validation loss: 0.191[[-0.19645431]
 [ 0.35408923]
 [ 0.18359467]
 [ 2.78148554]
 [ 0.28867249]
 [ 0.17650921]
 [-1.18146638]
 [-0.78205905]
 [-0.654942  ]
 [-0.93227131]
 [ 1.43076876]
 [ 3.31694921]
 [-3.75711541]]
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   -8.23131382e-02  -1.62844133e-01  -1.59680272e-01   5.33643471e-02
   -2.30998408e-01  -4.61585725e-01  -1.20963820e-01  -5.02388224e-01
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Progress: 77.3% ... Training loss: 0.085 ... Validation loss: 0.175[[-0.19743411]
 [ 0.35365589]
 [ 0.18454867]
 [ 2.78633768]
 [ 0.28997818]
 [ 0.17616675]
 [-1.18461945]
 [-0.77688595]
 [-0.64635481]
 [-0.9315801 ]
 [ 1.43281982]
 [ 3.3207756 ]
 [-3.75254959]]
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   -2.31593962e-01  -4.60538158e-01  -1.21002040e-01  -4.98498378e-01
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 [ -1.72031900e-01   2.50637314e-02  -2.40729827e-01  -2.29512623e+00
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Progress: 77.4% ... Training loss: 0.082 ... Validation loss: 0.171[[-0.19537528]
 [ 0.3535407 ]
 [ 0.18663237]
 [ 2.78913567]
 [ 0.28925551]
 [ 0.17761253]
 [-1.18506954]
 [-0.7770123 ]
 [-0.65242252]
 [-0.91754171]
 [ 1.43352589]
 [ 3.31842314]
 [-3.75432601]]
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   -2.31346953e-01  -4.59923372e-01  -1.21572705e-01  -5.01147955e-01
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Progress: 77.5% ... Training loss: 0.081 ... Validation loss: 0.174[[-0.19995343]
 [ 0.35035324]
 [ 0.18437563]
 [ 2.78065886]
 [ 0.28627865]
 [ 0.17527588]
 [-1.20386945]
 [-0.7837858 ]
 [-0.66083869]
 [-0.92398988]
 [ 1.42327616]
 [ 3.30674074]
 [-3.75800246]]
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   -2.30765516e-01  -4.58934012e-01  -1.24388844e-01  -5.05257115e-01
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Progress: 77.5% ... Training loss: 0.088 ... Validation loss: 0.181[[-0.17956672]
 [ 0.36855677]
 [ 0.19954929]
 [ 2.80706149]
 [ 0.30380891]
 [ 0.19426902]
 [-1.17214367]
 [-0.76732555]
 [-0.64020281]
 [-0.89199113]
 [ 1.44429263]
 [ 3.3292287 ]
 [-3.74549565]]
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   -2.30559553e-01  -4.60694083e-01  -1.23798058e-01  -5.08219663e-01
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Progress: 77.5% ... Training loss: 0.089 ... Validation loss: 0.202[[-0.18823308]
 [ 0.36000219]
 [ 0.1903765 ]
 [ 2.79224003]
 [ 0.29393435]
 [ 0.18512887]
 [-1.19370264]
 [-0.78967593]
 [-0.65261701]
 [-0.91857907]
 [ 1.43058085]
 [ 3.30709553]
 [-3.77127572]]
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Progress: 77.6% ... Training loss: 0.095 ... Validation loss: 0.173[[-0.18110123]
 [ 0.3719694 ]
 [ 0.20107219]
 [ 2.82123416]
 [ 0.30535971]
 [ 0.19465395]
 [-1.16984736]
 [-0.75798255]
 [-0.6226293 ]
 [-0.91565744]
 [ 1.45018556]
 [ 3.34125788]
 [-3.745079  ]]
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   -2.28865728e-01  -4.60282166e-01  -1.26414071e-01  -5.14459141e-01
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Progress: 77.7% ... Training loss: 0.101 ... Validation loss: 0.187[[-0.18763665]
 [ 0.36070862]
 [ 0.18989145]
 [ 2.80160255]
 [ 0.29220621]
 [ 0.18518678]
 [-1.19752667]
 [-0.79097087]
 [-0.65267809]
 [-0.92814047]
 [ 1.43209808]
 [ 3.30152448]
 [-3.77163876]]
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   -2.25011492e-01  -4.59566315e-01  -1.33454040e-01  -5.33056089e-01
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Progress: 77.7% ... Training loss: 0.095 ... Validation loss: 0.169[[-0.17910411]
 [ 0.36838177]
 [ 0.19782533]
 [ 2.82083665]
 [ 0.30065336]
 [ 0.19261062]
 [-1.17421244]
 [-0.77635808]
 [-0.63553513]
 [-0.91714854]
 [ 1.44623461]
 [ 3.3189309 ]
 [-3.75271155]]
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   -2.25401766e-01  -4.61743695e-01  -1.32537360e-01  -5.30205479e-01
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Progress: 77.8% ... Training loss: 0.083 ... Validation loss: 0.176[[-0.1798998 ]
 [ 0.36841369]
 [ 0.19794325]
 [ 2.82441199]
 [ 0.30096248]
 [ 0.19192546]
 [-1.17542379]
 [-0.77250607]
 [-0.637938  ]
 [-0.9218453 ]
 [ 1.44919894]
 [ 3.32494831]
 [-3.75550978]]
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Progress: 77.8% ... Training loss: 0.082 ... Validation loss: 0.175[[-0.183346  ]
 [ 0.36421841]
 [ 0.19488407]
 [ 2.82894393]
 [ 0.29873528]
 [ 0.1883508 ]
 [-1.18160322]
 [-0.78044825]
 [-0.64408741]
 [-0.93511868]
 [ 1.45159868]
 [ 3.33014067]
 [-3.75960455]]
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Progress: 77.8% ... Training loss: 0.081 ... Validation loss: 0.170[[-0.18600271]
 [ 0.36151182]
 [ 0.19067963]
 [ 2.82870636]
 [ 0.29565046]
 [ 0.18453054]
 [-1.18333689]
 [-0.79229877]
 [-0.63755241]
 [-0.95493355]
 [ 1.4508171 ]
 [ 3.32638288]
 [-3.76865375]]
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Progress: 77.9% ... Training loss: 0.083 ... Validation loss: 0.159[[-0.18436641]
 [ 0.3650003 ]
 [ 0.19393632]
 [ 2.83603719]
 [ 0.29881246]
 [ 0.18642981]
 [-1.17845586]
 [-0.78537458]
 [-0.63278851]
 [-0.9469659 ]
 [ 1.45718583]
 [ 3.33342981]
 [-3.76796039]]
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   -2.27766409e-01  -4.61830370e-01  -1.25014170e-01  -5.16115153e-01
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Progress: 78.0% ... Training loss: 0.083 ... Validation loss: 0.160[[-0.18571885]
 [ 0.36600277]
 [ 0.19322036]
 [ 2.82734294]
 [ 0.29803563]
 [ 0.18627796]
 [-1.18275481]
 [-0.77965921]
 [-0.6369276 ]
 [-0.94328972]
 [ 1.44954429]
 [ 3.32506914]
 [-3.77460377]]
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Progress: 78.0% ... Training loss: 0.081 ... Validation loss: 0.161[[-0.18005988]
 [ 0.37266332]
 [ 0.20019915]
 [ 2.8372238 ]
 [ 0.30344457]
 [ 0.19414625]
 [-1.17761656]
 [-0.77278129]
 [-0.63296226]
 [-0.92703719]
 [ 1.4548565 ]
 [ 3.32467223]
 [-3.77112007]]
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   -2.27407423e-01  -4.61096085e-01  -1.26084032e-01  -5.22253254e-01
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Progress: 78.0% ... Training loss: 0.085 ... Validation loss: 0.166[[-0.18927428]
 [ 0.36322393]
 [ 0.19284144]
 [ 2.82808876]
 [ 0.29462978]
 [ 0.1866778 ]
 [-1.18688181]
 [-0.78818982]
 [-0.65730068]
 [-0.93782828]
 [ 1.44735588]
 [ 3.30714286]
 [-3.78272376]]
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   -2.26943837e-01  -4.60763599e-01  -1.26419727e-01  -5.23847462e-01
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Progress: 78.1% ... Training loss: 0.084 ... Validation loss: 0.167[[-0.18394637]
 [ 0.36964726]
 [ 0.19898565]
 [ 2.83772795]
 [ 0.30146649]
 [ 0.19168794]
 [-1.17864321]
 [-0.77022766]
 [-0.64532474]
 [-0.92048219]
 [ 1.45607457]
 [ 3.32747335]
 [-3.77207658]]
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Progress: 78.2% ... Training loss: 0.086 ... Validation loss: 0.174[[-0.18572656]
 [ 0.36666805]
 [ 0.19617486]
 [ 2.8294701 ]
 [ 0.29989882]
 [ 0.1901025 ]
 [-1.17765774]
 [-0.78719945]
 [-0.65845693]
 [-0.92584499]
 [ 1.44907589]
 [ 3.31823685]
 [-3.78170564]]
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Progress: 78.2% ... Training loss: 0.084 ... Validation loss: 0.171[[-0.18619381]
 [ 0.37533844]
 [ 0.1998334 ]
 [ 2.84742314]
 [ 0.30692028]
 [ 0.19214934]
 [-1.17270217]
 [-0.7636504 ]
 [-0.64100268]
 [-0.92938239]
 [ 1.46415365]
 [ 3.34676443]
 [-3.76586999]]
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Progress: 78.2% ... Training loss: 0.095 ... Validation loss: 0.187[[-0.20344393]
 [ 0.35727706]
 [ 0.18670267]
 [ 2.82171999]
 [ 0.2908065 ]
 [ 0.17910165]
 [-1.20602807]
 [-0.79132559]
 [-0.68022617]
 [-0.95059038]
 [ 1.44009087]
 [ 3.31021127]
 [-3.79442964]]
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Progress: 78.3% ... Training loss: 0.098 ... Validation loss: 0.178[[-0.18565649]
 [ 0.37660349]
 [ 0.2010277 ]
 [ 2.85059522]
 [ 0.30921522]
 [ 0.19751303]
 [-1.16381659]
 [-0.75667379]
 [-0.63787344]
 [-0.9318678 ]
 [ 1.46396117]
 [ 3.34806978]
 [-3.7576084 ]]
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Progress: 78.3% ... Training loss: 0.105 ... Validation loss: 0.205[[-0.19709972]
 [ 0.36325564]
 [ 0.19099381]
 [ 2.82890409]
 [ 0.2956882 ]
 [ 0.18526147]
 [-1.19421398]
 [-0.78130345]
 [-0.66240698]
 [-0.94639769]
 [ 1.44706645]
 [ 3.32379615]
 [-3.78291926]]
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Progress: 78.4% ... Training loss: 0.083 ... Validation loss: 0.170[[-0.18829005]
 [ 0.37245755]
 [ 0.19824012]
 [ 2.83282471]
 [ 0.3029512 ]
 [ 0.19323888]
 [-1.18178426]
 [-0.77391265]
 [-0.65998706]
 [-0.93211276]
 [ 1.45178069]
 [ 3.33575664]
 [-3.78329531]]
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Progress: 78.5% ... Training loss: 0.081 ... Validation loss: 0.175[[-0.19250859]
 [ 0.36694853]
 [ 0.1932988 ]
 [ 2.83402051]
 [ 0.29664671]
 [ 0.18830348]
 [-1.18839587]
 [-0.78561129]
 [-0.66606985]
 [-0.9397198 ]
 [ 1.4501933 ]
 [ 3.33004045]
 [-3.77990134]]
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Progress: 78.5% ... Training loss: 0.082 ... Validation loss: 0.173[[-0.1856001 ]
 [ 0.37898397]
 [ 0.20212466]
 [ 2.84787461]
 [ 0.30885597]
 [ 0.19594992]
 [-1.1724908 ]
 [-0.77173718]
 [-0.64423555]
 [-0.93428583]
 [ 1.46353794]
 [ 3.35281695]
 [-3.77110884]]
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   -2.29036173e-01  -4.64899930e-01  -1.18966904e-01  -5.12103786e-01
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Progress: 78.5% ... Training loss: 0.084 ... Validation loss: 0.180[[-0.18578897]
 [ 0.37834085]
 [ 0.20088975]
 [ 2.84217238]
 [ 0.30656473]
 [ 0.19514359]
 [-1.17689259]
 [-0.78100564]
 [-0.64803282]
 [-0.93927712]
 [ 1.46046509]
 [ 3.35362519]
 [-3.78515388]]
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Progress: 78.6% ... Training loss: 0.080 ... Validation loss: 0.169[[-0.18547071]
 [ 0.37692673]
 [ 0.20037714]
 [ 2.84192279]
 [ 0.30674886]
 [ 0.19578148]
 [-1.1831354 ]
 [-0.78326969]
 [-0.64954956]
 [-0.9382241 ]
 [ 1.45909765]
 [ 3.35427644]
 [-3.78426117]]
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Progress: 78.7% ... Training loss: 0.079 ... Validation loss: 0.171[[-0.19041557]
 [ 0.3729474 ]
 [ 0.19834681]
 [ 2.8433303 ]
 [ 0.30338451]
 [ 0.19130226]
 [-1.19076741]
 [-0.7846838 ]
 [-0.65501076]
 [-0.94369438]
 [ 1.45682671]
 [ 3.3469917 ]
 [-3.79093198]]
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Progress: 78.7% ... Training loss: 0.080 ... Validation loss: 0.166[[-0.18617244]
 [ 0.37927452]
 [ 0.20169208]
 [ 2.85189492]
 [ 0.30877544]
 [ 0.19549564]
 [-1.1796882 ]
 [-0.7785544 ]
 [-0.64462206]
 [-0.94467012]
 [ 1.46671518]
 [ 3.35988718]
 [-3.7891339 ]]
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Progress: 78.8% ... Training loss: 0.080 ... Validation loss: 0.170[[-0.19490708]
 [ 0.36720101]
 [ 0.19251073]
 [ 2.83260783]
 [ 0.29742205]
 [ 0.18611042]
 [-1.19908321]
 [-0.81032616]
 [-0.6649243 ]
 [-0.96151785]
 [ 1.44993816]
 [ 3.33507382]
 [-3.80038674]]
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Progress: 78.8% ... Training loss: 0.099 ... Validation loss: 0.170[[-0.18648498]
 [ 0.38140021]
 [ 0.20489811]
 [ 2.86501571]
 [ 0.31311303]
 [ 0.19788774]
 [-1.17605304]
 [-0.77433782]
 [-0.63100622]
 [-0.94794122]
 [ 1.47731956]
 [ 3.37505034]
 [-3.77036463]]
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Progress: 78.8% ... Training loss: 0.108 ... Validation loss: 0.180[[-0.20280863]
 [ 0.3654358 ]
 [ 0.19156347]
 [ 2.82787957]
 [ 0.29669209]
 [ 0.18533105]
 [-1.21980137]
 [-0.79488252]
 [-0.66744476]
 [-0.95982309]
 [ 1.4486338 ]
 [ 3.34348871]
 [-3.80026667]]
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   -2.31446542e-01  -4.64941135e-01  -1.13524230e-01  -5.03635378e-01
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Progress: 78.9% ... Training loss: 0.093 ... Validation loss: 0.179[[-0.19145643]
 [ 0.37596554]
 [ 0.20109168]
 [ 2.85366629]
 [ 0.30684622]
 [ 0.19670237]
 [-1.18206988]
 [-0.77593189]
 [-0.64008563]
 [-0.94971245]
 [ 1.4648343 ]
 [ 3.34993838]
 [-3.78474922]]
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Progress: 79.0% ... Training loss: 0.082 ... Validation loss: 0.167[[-0.18658131]
 [ 0.37712527]
 [ 0.20166278]
 [ 2.84447413]
 [ 0.30695561]
 [ 0.19986779]
 [-1.18014054]
 [-0.79226037]
 [-0.64742761]
 [-0.94230746]
 [ 1.46125049]
 [ 3.34257432]
 [-3.7957981 ]]
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Progress: 79.0% ... Training loss: 0.085 ... Validation loss: 0.167[[-0.18700741]
 [ 0.3809877 ]
 [ 0.20456317]
 [ 2.86262962]
 [ 0.31139512]
 [ 0.19941351]
 [-1.16548143]
 [-0.77697252]
 [-0.634674  ]
 [-0.94382051]
 [ 1.47505715]
 [ 3.3745819 ]
 [-3.77739912]]
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   -2.31818620e-01  -4.65093106e-01  -1.12263998e-01  -5.07680336e-01
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Progress: 79.0% ... Training loss: 0.099 ... Validation loss: 0.182[[-0.19801351]
 [ 0.36447365]
 [ 0.19099791]
 [ 2.84074311]
 [ 0.29505601]
 [ 0.18706538]
 [-1.19049687]
 [-0.81542407]
 [-0.67142401]
 [-0.96310532]
 [ 1.45547656]
 [ 3.33236188]
 [-3.80323594]]
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Progress: 79.1% ... Training loss: 0.102 ... Validation loss: 0.171[[-0.19165693]
 [ 0.37375095]
 [ 0.20018021]
 [ 2.86180712]
 [ 0.30443221]
 [ 0.19425363]
 [-1.1753843 ]
 [-0.79162038]
 [-0.64961086]
 [-0.94969504]
 [ 1.47232147]
 [ 3.35288109]
 [-3.78416393]]
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   -2.30529929e-01  -4.63098180e-01  -1.14030444e-01  -5.11931972e-01
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Progress: 79.2% ... Training loss: 0.082 ... Validation loss: 0.171[[-0.19388038]
 [ 0.37105096]
 [ 0.19550485]
 [ 2.85182488]
 [ 0.2996079 ]
 [ 0.19070013]
 [-1.17903316]
 [-0.80247259]
 [-0.65352739]
 [-0.95915604]
 [ 1.46478245]
 [ 3.35033971]
 [-3.79450787]]
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Progress: 79.2% ... Training loss: 0.081 ... Validation loss: 0.162[[-0.1975096 ]
 [ 0.36711187]
 [ 0.19196493]
 [ 2.85411987]
 [ 0.29687151]
 [ 0.18749668]
 [-1.18108994]
 [-0.80556443]
 [-0.65703283]
 [-0.96827609]
 [ 1.46668411]
 [ 3.36153979]
 [-3.79151128]]
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Progress: 79.2% ... Training loss: 0.081 ... Validation loss: 0.162[[-0.20121959]
 [ 0.3670849 ]
 [ 0.18989975]
 [ 2.84697577]
 [ 0.29636883]
 [ 0.18518197]
 [-1.1953054 ]
 [-0.80672206]
 [-0.66973584]
 [-0.96633453]
 [ 1.46226195]
 [ 3.36191854]
 [-3.79590649]]
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Progress: 79.3% ... Training loss: 0.081 ... Validation loss: 0.164[[-0.20185389]
 [ 0.36610911]
 [ 0.19072704]
 [ 2.85565208]
 [ 0.2957139 ]
 [ 0.18472002]
 [-1.19887918]
 [-0.80095241]
 [-0.67147161]
 [-0.96210821]
 [ 1.46747644]
 [ 3.36713336]
 [-3.7931182 ]]
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Progress: 79.3% ... Training loss: 0.079 ... Validation loss: 0.167[[-0.2013065 ]
 [ 0.36621105]
 [ 0.1926681 ]
 [ 2.84856385]
 [ 0.29344997]
 [ 0.18455145]
 [-1.20319914]
 [-0.80533502]
 [-0.67509538]
 [-0.95675619]
 [ 1.46168524]
 [ 3.35854946]
 [-3.79514641]]
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Progress: 79.4% ... Training loss: 0.081 ... Validation loss: 0.169[[-0.19532332]
 [ 0.37060605]
 [ 0.19702268]
 [ 2.85969464]
 [ 0.29820448]
 [ 0.18962759]
 [-1.19290447]
 [-0.7938718 ]
 [-0.66930056]
 [-0.93954888]
 [ 1.47026671]
 [ 3.36541068]
 [-3.78221976]]
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Progress: 79.5% ... Training loss: 0.081 ... Validation loss: 0.181[[-0.2006701 ]
 [ 0.36681321]
 [ 0.19227779]
 [ 2.8554579 ]
 [ 0.29243644]
 [ 0.18527834]
 [-1.20133363]
 [-0.80186047]
 [-0.67246939]
 [-0.9592637 ]
 [ 1.46523185]
 [ 3.36646448]
 [-3.78426371]]
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Progress: 79.5% ... Training loss: 0.079 ... Validation loss: 0.168[[-0.1923709 ]
 [ 0.37338576]
 [ 0.19799315]
 [ 2.86215986]
 [ 0.29825617]
 [ 0.19300893]
 [-1.18178672]
 [-0.79784514]
 [-0.66214236]
 [-0.94931465]
 [ 1.46912851]
 [ 3.36641016]
 [-3.78845453]]
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Progress: 79.5% ... Training loss: 0.081 ... Validation loss: 0.174[[-0.19296613]
 [ 0.37196816]
 [ 0.19952133]
 [ 2.86673102]
 [ 0.29607539]
 [ 0.19105648]
 [-1.19722983]
 [-0.79479282]
 [-0.66550566]
 [-0.94562346]
 [ 1.47110486]
 [ 3.37161981]
 [-3.79356521]]
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Progress: 79.6% ... Training loss: 0.079 ... Validation loss: 0.171[[-0.19443532]
 [ 0.36913088]
 [ 0.19674509]
 [ 2.8596858 ]
 [ 0.29259625]
 [ 0.1897207 ]
 [-1.20719034]
 [-0.80610277]
 [-0.68232108]
 [-0.94747935]
 [ 1.46577989]
 [ 3.35912417]
 [-3.79980559]]
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Progress: 79.7% ... Training loss: 0.083 ... Validation loss: 0.170[[-0.19049024]
 [ 0.38177771]
 [ 0.20648636]
 [ 2.87404279]
 [ 0.30298619]
 [ 0.19650012]
 [-1.19683493]
 [-0.78153167]
 [-0.65697378]
 [-0.94198654]
 [ 1.47521737]
 [ 3.37946141]
 [-3.78760013]]
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Progress: 79.7% ... Training loss: 0.085 ... Validation loss: 0.176[[-0.19685136]
 [ 0.37015546]
 [ 0.19734482]
 [ 2.85694273]
 [ 0.29151274]
 [ 0.18832923]
 [-1.21139712]
 [-0.80491707]
 [-0.67938948]
 [-0.95085407]
 [ 1.45667964]
 [ 3.34264897]
 [-3.80467122]]
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Progress: 79.8% ... Training loss: 0.093 ... Validation loss: 0.176[[-0.17857484]
 [ 0.38984691]
 [ 0.21371144]
 [ 2.88673944]
 [ 0.3111057 ]
 [ 0.20610022]
 [-1.1783023 ]
 [-0.77104628]
 [-0.64191006]
 [-0.92212712]
 [ 1.4832066 ]
 [ 3.39064437]
 [-3.77575917]]
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Progress: 79.8% ... Training loss: 0.111 ... Validation loss: 0.215[[-0.19603203]
 [ 0.36739587]
 [ 0.19377761]
 [ 2.85057178]
 [ 0.28886554]
 [ 0.18908482]
 [-1.21381288]
 [-0.82172942]
 [-0.69031147]
 [-0.95366097]
 [ 1.44863915]
 [ 3.32129877]
 [-3.82393031]]
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Progress: 79.8% ... Training loss: 0.163 ... Validation loss: 0.200[[-0.17588574]
 [ 0.40012774]
 [ 0.22107079]
 [ 2.89320171]
 [ 0.32084844]
 [ 0.21151067]
 [-1.16564179]
 [-0.7414345 ]
 [-0.61654393]
 [-0.9212098 ]
 [ 1.49076572]
 [ 3.40601472]
 [-3.7572785 ]]
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Progress: 79.9% ... Training loss: 0.192 ... Validation loss: 0.253[[-0.20411592]
 [ 0.3621421 ]
 [ 0.18962303]
 [ 2.84379482]
 [ 0.28336502]
 [ 0.18031058]
 [-1.21445666]
 [-0.80914699]
 [-0.67783402]
 [-0.97596574]
 [ 1.44766442]
 [ 3.32457694]
 [-3.81104595]]
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Progress: 80.0% ... Training loss: 0.122 ... Validation loss: 0.197[[-0.18740339]
 [ 0.38585828]
 [ 0.21143073]
 [ 2.8701899 ]
 [ 0.30709545]
 [ 0.19968517]
 [-1.17333052]
 [-0.75801068]
 [-0.6353467 ]
 [-0.94200915]
 [ 1.4743946 ]
 [ 3.37852369]
 [-3.76196499]]
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Progress: 80.0% ... Training loss: 0.117 ... Validation loss: 0.196[[-0.20899382]
 [ 0.36204173]
 [ 0.18979432]
 [ 2.8315943 ]
 [ 0.28205954]
 [ 0.18034336]
 [-1.2225979 ]
 [-0.80512069]
 [-0.68179963]
 [-0.97400406]
 [ 1.43951154]
 [ 3.32054702]
 [-3.79631814]]
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Progress: 80.0% ... Training loss: 0.117 ... Validation loss: 0.195[[-0.18202189]
 [ 0.39172293]
 [ 0.21276482]
 [ 2.88150718]
 [ 0.30994214]
 [ 0.20438322]
 [-1.16669325]
 [-0.76136562]
 [-0.62525833]
 [-0.94312488]
 [ 1.47742037]
 [ 3.3649659 ]
 [-3.75649892]]
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Progress: 80.1% ... Training loss: 0.115 ... Validation loss: 0.199[[-0.20394673]
 [ 0.3637923 ]
 [ 0.18936625]
 [ 2.83417432]
 [ 0.28209666]
 [ 0.18221678]
 [-1.22054428]
 [-0.82028324]
 [-0.68523989]
 [-0.97499422]
 [ 1.43819384]
 [ 3.30532257]
 [-3.8041757 ]]
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Progress: 80.2% ... Training loss: 0.159 ... Validation loss: 0.205[[-0.18230579]
 [ 0.3888279 ]
 [ 0.21320511]
 [ 2.88118745]
 [ 0.30907867]
 [ 0.2051255 ]
 [-1.1651534 ]
 [-0.75864821]
 [-0.63716828]
 [-0.92711723]
 [ 1.48005928]
 [ 3.36315004]
 [-3.7504271 ]]
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Progress: 80.2% ... Training loss: 0.112 ... Validation loss: 0.233[[-0.19939919]
 [ 0.36719983]
 [ 0.19535765]
 [ 2.83691953]
 [ 0.28820201]
 [ 0.18745703]
 [-1.20552595]
 [-0.80941666]
 [-0.68511063]
 [-0.9597183 ]
 [ 1.44701623]
 [ 3.32562041]
 [-3.78433329]]
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Progress: 80.2% ... Training loss: 0.112 ... Validation loss: 0.180[[-0.18598738]
 [ 0.39168624]
 [ 0.21604979]
 [ 2.86947775]
 [ 0.31215398]
 [ 0.20392181]
 [-1.17455404]
 [-0.74676561]
 [-0.62801186]
 [-0.93713809]
 [ 1.47743714]
 [ 3.38341084]
 [-3.74721832]]
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Progress: 80.3% ... Training loss: 0.144 ... Validation loss: 0.217[[-0.20535876]
 [ 0.3624977 ]
 [ 0.19260323]
 [ 2.82767362]
 [ 0.28394184]
 [ 0.18269793]
 [-1.22536968]
 [-0.80292349]
 [-0.69230314]
 [-0.96100996]
 [ 1.4364702 ]
 [ 3.29519948]
 [-3.80295033]]
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Progress: 80.3% ... Training loss: 0.164 ... Validation loss: 0.212[[-0.18487451]
 [ 0.39194608]
 [ 0.21774787]
 [ 2.86929033]
 [ 0.31484964]
 [ 0.20592894]
 [-1.16698143]
 [-0.73798548]
 [-0.62416668]
 [-0.93035268]
 [ 1.47965395]
 [ 3.38473903]
 [-3.73430459]]
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Progress: 80.4% ... Training loss: 0.168 ... Validation loss: 0.252[[-0.20685134]
 [ 0.36553739]
 [ 0.19393803]
 [ 2.81492976]
 [ 0.28592127]
 [ 0.18244182]
 [-1.21897782]
 [-0.80754071]
 [-0.68316869]
 [-0.97445761]
 [ 1.43488759]
 [ 3.30701914]
 [-3.78380473]]
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Progress: 80.5% ... Training loss: 0.136 ... Validation loss: 0.207[[-0.1877343 ]
 [ 0.38919349]
 [ 0.21635631]
 [ 2.845467  ]
 [ 0.30921299]
 [ 0.202281  ]
 [-1.18344068]
 [-0.76151109]
 [-0.64169368]
 [-0.93486917]
 [ 1.46366979]
 [ 3.35751004]
 [-3.73738257]]
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Progress: 80.5% ... Training loss: 0.095 ... Validation loss: 0.183[[-0.20176403]
 [ 0.36773928]
 [ 0.19967713]
 [ 2.82439653]
 [ 0.28787859]
 [ 0.18650945]
 [-1.20708261]
 [-0.80829672]
 [-0.67707419]
 [-0.96730498]
 [ 1.44196918]
 [ 3.30623731]
 [-3.76026209]]
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Progress: 80.5% ... Training loss: 0.105 ... Validation loss: 0.187[[-0.18697432]
 [ 0.39008838]
 [ 0.21820574]
 [ 2.84932584]
 [ 0.30779443]
 [ 0.20393006]
 [-1.17095399]
 [-0.75940113]
 [-0.63815406]
 [-0.94077261]
 [ 1.46807241]
 [ 3.35343492]
 [-3.73463165]]
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Progress: 80.6% ... Training loss: 0.101 ... Validation loss: 0.183[[-0.20054517]
 [ 0.36958436]
 [ 0.20090062]
 [ 2.82500317]
 [ 0.28792357]
 [ 0.19054801]
 [-1.20327626]
 [-0.80472606]
 [-0.6812684 ]
 [-0.9621066 ]
 [ 1.44201323]
 [ 3.28648656]
 [-3.76592447]]
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Progress: 80.7% ... Training loss: 0.129 ... Validation loss: 0.191[[-0.1870639 ]
 [ 0.39007029]
 [ 0.21713416]
 [ 2.8495629 ]
 [ 0.30461128]
 [ 0.20482855]
 [-1.17697636]
 [-0.77016636]
 [-0.6416796 ]
 [-0.93931211]
 [ 1.46133352]
 [ 3.32976974]
 [-3.7333106 ]]
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Progress: 80.7% ... Training loss: 0.086 ... Validation loss: 0.169[[-0.19425386]
 [ 0.3830558 ]
 [ 0.20905087]
 [ 2.8335048 ]
 [ 0.29618779]
 [ 0.19752042]
 [-1.1880375 ]
 [-0.79061883]
 [-0.65266005]
 [-0.95565477]
 [ 1.44863614]
 [ 3.31242467]
 [-3.74807717]]
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Progress: 80.8% ... Training loss: 0.085 ... Validation loss: 0.164[[-0.18650002]
 [ 0.39074661]
 [ 0.21623363]
 [ 2.85713725]
 [ 0.30619524]
 [ 0.20502283]
 [-1.17662584]
 [-0.77264433]
 [-0.63736952]
 [-0.94051307]
 [ 1.46453741]
 [ 3.3238497 ]
 [-3.7444927 ]]
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Progress: 80.8% ... Training loss: 0.083 ... Validation loss: 0.163[[-0.18893743]
 [ 0.38918018]
 [ 0.21495488]
 [ 2.85850315]
 [ 0.30461472]
 [ 0.20266095]
 [-1.18331877]
 [-0.77610791]
 [-0.64319968]
 [-0.94156532]
 [ 1.46486062]
 [ 3.31843454]
 [-3.75628414]]
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Progress: 80.8% ... Training loss: 0.081 ... Validation loss: 0.162[[-0.18830183]
 [ 0.38999395]
 [ 0.21618774]
 [ 2.86365375]
 [ 0.30523362]
 [ 0.20423093]
 [-1.18670818]
 [-0.7703098 ]
 [-0.64355016]
 [-0.94180804]
 [ 1.46701359]
 [ 3.32532298]
 [-3.75917489]]
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Progress: 80.9% ... Training loss: 0.080 ... Validation loss: 0.164[[-0.18835673]
 [ 0.39153348]
 [ 0.2160442 ]
 [ 2.86561888]
 [ 0.30614859]
 [ 0.20440924]
 [-1.18363896]
 [-0.76426231]
 [-0.63666886]
 [-0.94734621]
 [ 1.47097119]
 [ 3.33947018]
 [-3.75793514]]
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Progress: 81.0% ... Training loss: 0.085 ... Validation loss: 0.165[[-0.19275355]
 [ 0.38531995]
 [ 0.20929928]
 [ 2.8635031 ]
 [ 0.30008347]
 [ 0.19924515]
 [-1.18951532]
 [-0.78285273]
 [-0.65068391]
 [-0.96105476]
 [ 1.4648622 ]
 [ 3.31500518]
 [-3.78059334]]
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Progress: 81.0% ... Training loss: 0.088 ... Validation loss: 0.163[[-0.18623642]
 [ 0.39426264]
 [ 0.21649953]
 [ 2.88415692]
 [ 0.30830346]
 [ 0.20457253]
 [-1.18003142]
 [-0.75916696]
 [-0.63494726]
 [-0.94755186]
 [ 1.48186464]
 [ 3.34315128]
 [-3.76457076]]
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Progress: 81.0% ... Training loss: 0.089 ... Validation loss: 0.170[[-0.20723001]
 [ 0.37461992]
 [ 0.20222801]
 [ 2.87712529]
 [ 0.29072608]
 [ 0.18640579]
 [-1.19864841]
 [-0.77707747]
 [-0.66046904]
 [-0.96803204]
 [ 1.46884246]
 [ 3.31855364]
 [-3.78615359]]
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Progress: 81.1% ... Training loss: 0.081 ... Validation loss: 0.167[[-0.20310705]
 [ 0.37763687]
 [ 0.20488857]
 [ 2.88190802]
 [ 0.29283153]
 [ 0.18957062]
 [-1.19407318]
 [-0.77023889]
 [-0.65314773]
 [-0.96266376]
 [ 1.47036375]
 [ 3.3291135 ]
 [-3.77529285]]
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Progress: 81.2% ... Training loss: 0.080 ... Validation loss: 0.167[[-0.20130295]
 [ 0.37587804]
 [ 0.20495178]
 [ 2.87938933]
 [ 0.29093419]
 [ 0.18995045]
 [-1.18982093]
 [-0.78092172]
 [-0.65613089]
 [-0.96368016]
 [ 1.46736413]
 [ 3.31580032]
 [-3.78088999]]
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Progress: 81.2% ... Training loss: 0.079 ... Validation loss: 0.167[[-0.20330847]
 [ 0.37628337]
 [ 0.20351163]
 [ 2.87905917]
 [ 0.28934086]
 [ 0.18952786]
 [-1.19236785]
 [-0.78221847]
 [-0.66119392]
 [-0.96919188]
 [ 1.46453711]
 [ 3.30754847]
 [-3.77696823]]
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Progress: 81.2% ... Training loss: 0.078 ... Validation loss: 0.168[[-0.19522713]
 [ 0.38149055]
 [ 0.20716655]
 [ 2.88413246]
 [ 0.29311795]
 [ 0.1966253 ]
 [-1.18513366]
 [-0.77799717]
 [-0.65557183]
 [-0.95678349]
 [ 1.46705646]
 [ 3.31852177]
 [-3.77453304]]
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Progress: 81.3% ... Training loss: 0.078 ... Validation loss: 0.169[[-0.19732108]
 [ 0.38446241]
 [ 0.20775602]
 [ 2.8962743 ]
 [ 0.29585521]
 [ 0.19667528]
 [-1.1797671 ]
 [-0.77373301]
 [-0.65115307]
 [-0.95913255]
 [ 1.47452522]
 [ 3.32397807]
 [-3.77813301]]
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Progress: 81.3% ... Training loss: 0.080 ... Validation loss: 0.172[[-0.2086127 ]
 [ 0.37510198]
 [ 0.1988117 ]
 [ 2.87638926]
 [ 0.28578957]
 [ 0.18641539]
 [-1.20586703]
 [-0.78619092]
 [-0.66646169]
 [-0.9758592 ]
 [ 1.46082196]
 [ 3.31591496]
 [-3.78206838]]
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Progress: 81.4% ... Training loss: 0.081 ... Validation loss: 0.171[[-0.20049611]
 [ 0.3806749 ]
 [ 0.20420365]
 [ 2.88704631]
 [ 0.29258765]
 [ 0.19322789]
 [-1.19816672]
 [-0.786273  ]
 [-0.66445217]
 [-0.96464529]
 [ 1.46791916]
 [ 3.32260545]
 [-3.77623253]]
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Progress: 81.5% ... Training loss: 0.078 ... Validation loss: 0.162[[-0.19881322]
 [ 0.3844674 ]
 [ 0.20775483]
 [ 2.89187997]
 [ 0.29856763]
 [ 0.19705   ]
 [-1.19197615]
 [-0.77911085]
 [-0.65639144]
 [-0.96329989]
 [ 1.47243519]
 [ 3.33210599]
 [-3.77284211]]
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Progress: 81.5% ... Training loss: 0.080 ... Validation loss: 0.160[[-0.20247149]
 [ 0.37692513]
 [ 0.20343825]
 [ 2.89795576]
 [ 0.2925984 ]
 [ 0.19282064]
 [-1.19865888]
 [-0.78545453]
 [-0.66370705]
 [-0.96779899]
 [ 1.47131779]
 [ 3.32030352]
 [-3.78133927]]
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Progress: 81.5% ... Training loss: 0.077 ... Validation loss: 0.162[[-0.20229949]
 [ 0.3756317 ]
 [ 0.20116443]
 [ 2.90416297]
 [ 0.29143803]
 [ 0.19334558]
 [-1.20372433]
 [-0.79577252]
 [-0.67038535]
 [-0.97865068]
 [ 1.4711403 ]
 [ 3.30515554]
 [-3.77786858]]
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Progress: 81.6% ... Training loss: 0.081 ... Validation loss: 0.162[[-0.20347119]
 [ 0.37378577]
 [ 0.20118807]
 [ 2.90605772]
 [ 0.28950913]
 [ 0.19096254]
 [-1.20860488]
 [-0.79472902]
 [-0.67407105]
 [-0.96505136]
 [ 1.47118346]
 [ 3.30459107]
 [-3.78172752]]
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Progress: 81.7% ... Training loss: 0.082 ... Validation loss: 0.167[[-0.19745707]
 [ 0.38095188]
 [ 0.20548199]
 [ 2.91404553]
 [ 0.29498221]
 [ 0.19730269]
 [-1.18827493]
 [-0.78511855]
 [-0.66638683]
 [-0.95798001]
 [ 1.47512113]
 [ 3.30777779]
 [-3.78155843]]
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Progress: 81.7% ... Training loss: 0.078 ... Validation loss: 0.166[[-0.1907581 ]
 [ 0.39175725]
 [ 0.21237631]
 [ 2.9213113 ]
 [ 0.30481214]
 [ 0.20620003]
 [-1.17768789]
 [-0.77492381]
 [-0.65707266]
 [-0.95133758]
 [ 1.48384636]
 [ 3.32545581]
 [-3.78063563]]
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Progress: 81.8% ... Training loss: 0.080 ... Validation loss: 0.174[[-0.20120913]
 [ 0.38105976]
 [ 0.20483271]
 [ 2.91014102]
 [ 0.29445884]
 [ 0.19605995]
 [-1.19467832]
 [-0.78952652]
 [-0.67082748]
 [-0.96363847]
 [ 1.47436907]
 [ 3.30549037]
 [-3.79688781]]
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Progress: 81.8% ... Training loss: 0.080 ... Validation loss: 0.168[[-0.20026073]
 [ 0.38311988]
 [ 0.20629757]
 [ 2.91219968]
 [ 0.29694332]
 [ 0.1973755 ]
 [-1.18851359]
 [-0.78809612]
 [-0.66787557]
 [-0.96403873]
 [ 1.47677905]
 [ 3.31321191]
 [-3.79436235]]
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Progress: 81.8% ... Training loss: 0.078 ... Validation loss: 0.163[[-0.20448376]
 [ 0.38092925]
 [ 0.20687707]
 [ 2.90308074]
 [ 0.29639544]
 [ 0.19692675]
 [-1.19389794]
 [-0.78206716]
 [-0.66971564]
 [-0.96969411]
 [ 1.47071904]
 [ 3.31198514]
 [-3.79082025]]
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Progress: 81.9% ... Training loss: 0.079 ... Validation loss: 0.166[[-0.19415613]
 [ 0.39077494]
 [ 0.21554085]
 [ 2.91066643]
 [ 0.30397765]
 [ 0.20593865]
 [-1.1708005 ]
 [-0.77342043]
 [-0.6585817 ]
 [-0.95770325]
 [ 1.47671528]
 [ 3.33118585]
 [-3.78332393]]
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Progress: 82.0% ... Training loss: 0.079 ... Validation loss: 0.171[[-0.19539693]
 [ 0.38781666]
 [ 0.21394856]
 [ 2.9092638 ]
 [ 0.30116011]
 [ 0.20372373]
 [-1.1720444 ]
 [-0.77979666]
 [-0.66270905]
 [-0.96231502]
 [ 1.47486884]
 [ 3.32562433]
 [-3.79082627]]
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Progress: 82.0% ... Training loss: 0.077 ... Validation loss: 0.164[[-0.18680551]
 [ 0.39857867]
 [ 0.221257  ]
 [ 2.91873135]
 [ 0.31200152]
 [ 0.21273368]
 [-1.15362088]
 [-0.76412644]
 [-0.64183186]
 [-0.9523853 ]
 [ 1.48621611]
 [ 3.3613559 ]
 [-3.7794397 ]]
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Progress: 82.0% ... Training loss: 0.098 ... Validation loss: 0.179[[-0.20020572]
 [ 0.38225623]
 [ 0.20701207]
 [ 2.90713755]
 [ 0.29816075]
 [ 0.19892056]
 [-1.17930984]
 [-0.79333107]
 [-0.66789585]
 [-0.97985328]
 [ 1.47208898]
 [ 3.33465431]
 [-3.80099672]]
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Progress: 82.1% ... Training loss: 0.080 ... Validation loss: 0.159[[-0.19551199]
 [ 0.38812787]
 [ 0.21105524]
 [ 2.91142099]
 [ 0.3049301 ]
 [ 0.20423177]
 [-1.16947207]
 [-0.78546633]
 [-0.65978174]
 [-0.97306374]
 [ 1.47843962]
 [ 3.34834935]
 [-3.79035482]]
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Progress: 82.2% ... Training loss: 0.080 ... Validation loss: 0.161[[-0.20251967]
 [ 0.37986899]
 [ 0.20576106]
 [ 2.90920805]
 [ 0.2971915 ]
 [ 0.1979359 ]
 [-1.17928644]
 [-0.79692525]
 [-0.67757899]
 [-0.97699275]
 [ 1.47364672]
 [ 3.32872482]
 [-3.79364102]]
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Progress: 82.2% ... Training loss: 0.082 ... Validation loss: 0.162[[-0.19922591]
 [ 0.38768319]
 [ 0.21223659]
 [ 2.90799682]
 [ 0.30571963]
 [ 0.20375719]
 [-1.1809816 ]
 [-0.77870755]
 [-0.67145362]
 [-0.96164171]
 [ 1.47736631]
 [ 3.35586556]
 [-3.78017075]]
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Progress: 82.2% ... Training loss: 0.080 ... Validation loss: 0.169[[-0.20435233]
 [ 0.3792905 ]
 [ 0.20657535]
 [ 2.90236002]
 [ 0.29776415]
 [ 0.19717469]
 [-1.19149833]
 [-0.79555383]
 [-0.68891523]
 [-0.96786208]
 [ 1.46842986]
 [ 3.33139784]
 [-3.79291107]]
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Progress: 82.3% ... Training loss: 0.083 ... Validation loss: 0.164[[-0.19343576]
 [ 0.39301525]
 [ 0.21824662]
 [ 2.92273645]
 [ 0.31044859]
 [ 0.20616716]
 [-1.17411928]
 [-0.77019319]
 [-0.65849364]
 [-0.95323925]
 [ 1.48636909]
 [ 3.36359242]
 [-3.77868108]]
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Progress: 82.3% ... Training loss: 0.094 ... Validation loss: 0.172[[-0.20436371]
 [ 0.37795089]
 [ 0.20404637]
 [ 2.89755124]
 [ 0.29251951]
 [ 0.1933545 ]
 [-1.20222378]
 [-0.80977897]
 [-0.69125982]
 [-0.97632955]
 [ 1.45929502]
 [ 3.31141056]
 [-3.79990656]]
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Progress: 82.4% ... Training loss: 0.103 ... Validation loss: 0.175[[-0.19174465]
 [ 0.39476019]
 [ 0.21743426]
 [ 2.92491291]
 [ 0.30761927]
 [ 0.20616824]
 [-1.17796638]
 [-0.77691858]
 [-0.66499129]
 [-0.95181251]
 [ 1.48212447]
 [ 3.33945392]
 [-3.77311775]]
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Progress: 82.5% ... Training loss: 0.082 ... Validation loss: 0.170[[-0.19781901]
 [ 0.3879715 ]
 [ 0.2100339 ]
 [ 2.92155996]
 [ 0.30228488]
 [ 0.20005523]
 [-1.19184898]
 [-0.80229443]
 [-0.68233246]
 [-0.96996995]
 [ 1.47713969]
 [ 3.31597053]
 [-3.78656385]]
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Progress: 82.5% ... Training loss: 0.082 ... Validation loss: 0.160[[-0.19649974]
 [ 0.39460961]
 [ 0.21540355]
 [ 2.93587235]
 [ 0.30904129]
 [ 0.20387043]
 [-1.18581442]
 [-0.7761708 ]
 [-0.66363783]
 [-0.96692867]
 [ 1.49101386]
 [ 3.34346739]
 [-3.76976872]]
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Progress: 82.5% ... Training loss: 0.096 ... Validation loss: 0.165[[-0.20459223]
 [ 0.38220437]
 [ 0.20683602]
 [ 2.92108859]
 [ 0.29658933]
 [ 0.19439403]
 [-1.20594155]
 [-0.79578656]
 [-0.68582587]
 [-0.9738108 ]
 [ 1.47738376]
 [ 3.32854036]
 [-3.78653989]]
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Progress: 82.6% ... Training loss: 0.078 ... Validation loss: 0.162[[-0.20383823]
 [ 0.38316837]
 [ 0.2082656 ]
 [ 2.9262022 ]
 [ 0.29688032]
 [ 0.19512804]
 [-1.20348646]
 [-0.79121811]
 [-0.68744731]
 [-0.96892867]
 [ 1.47972081]
 [ 3.32845636]
 [-3.7827605 ]]
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Progress: 82.7% ... Training loss: 0.078 ... Validation loss: 0.166[[-0.2005715 ]
 [ 0.37932682]
 [ 0.20496631]
 [ 2.92120479]
 [ 0.29377201]
 [ 0.19652919]
 [-1.19888217]
 [-0.80378842]
 [-0.68871684]
 [-0.97202882]
 [ 1.47418007]
 [ 3.31379869]
 [-3.78454096]]
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Progress: 82.7% ... Training loss: 0.083 ... Validation loss: 0.165[[-0.19527968]
 [ 0.38806764]
 [ 0.21005062]
 [ 2.93353105]
 [ 0.30190732]
 [ 0.2019062 ]
 [-1.19545737]
 [-0.79754148]
 [-0.68190027]
 [-0.96725638]
 [ 1.48411983]
 [ 3.33168195]
 [-3.77085478]]
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Progress: 82.8% ... Training loss: 0.078 ... Validation loss: 0.160[[-0.20184075]
 [ 0.377956  ]
 [ 0.20362202]
 [ 2.92704118]
 [ 0.29277921]
 [ 0.19589533]
 [-1.20717593]
 [-0.8122508 ]
 [-0.70483937]
 [-0.97168385]
 [ 1.47620101]
 [ 3.30635948]
 [-3.77803979]]
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Progress: 82.8% ... Training loss: 0.086 ... Validation loss: 0.168[[-0.19293903]
 [ 0.39188942]
 [ 0.21374931]
 [ 2.94259439]
 [ 0.3059874 ]
 [ 0.20655547]
 [-1.19005467]
 [-0.7915816 ]
 [-0.68188235]
 [-0.95634341]
 [ 1.49062537]
 [ 3.33195933]
 [-3.76374337]]
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Progress: 82.8% ... Training loss: 0.082 ... Validation loss: 0.172[[-0.19440937]
 [ 0.39213705]
 [ 0.21063722]
 [ 2.93201558]
 [ 0.3047744 ]
 [ 0.20629236]
 [-1.19297283]
 [-0.80507574]
 [-0.68481153]
 [-0.97427946]
 [ 1.48123075]
 [ 3.3232532 ]
 [-3.7785746 ]]
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Progress: 82.9% ... Training loss: 0.079 ... Validation loss: 0.158[[-0.19691766]
 [ 0.39219024]
 [ 0.21226644]
 [ 2.93526893]
 [ 0.30355769]
 [ 0.20498445]
 [-1.19124369]
 [-0.79313008]
 [-0.68545464]
 [-0.96815211]
 [ 1.48395685]
 [ 3.32401124]
 [-3.77787244]]
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Progress: 83.0% ... Training loss: 0.077 ... Validation loss: 0.160[[-0.1909137 ]
 [ 0.39626734]
 [ 0.21578542]
 [ 2.93421402]
 [ 0.30732607]
 [ 0.20878049]
 [-1.18542376]
 [-0.79053851]
 [-0.67989887]
 [-0.959801  ]
 [ 1.48543757]
 [ 3.33515267]
 [-3.78170638]]
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Progress: 83.0% ... Training loss: 0.077 ... Validation loss: 0.159[[-0.19602098]
 [ 0.3914767 ]
 [ 0.21276671]
 [ 2.92861037]
 [ 0.30429254]
 [ 0.20474904]
 [-1.20059369]
 [-0.78831795]
 [-0.68490011]
 [-0.96910907]
 [ 1.48081484]
 [ 3.33915751]
 [-3.78002641]]
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Progress: 83.0% ... Training loss: 0.077 ... Validation loss: 0.160[[-0.19556604]
 [ 0.38992166]
 [ 0.21101136]
 [ 2.92954396]
 [ 0.30270161]
 [ 0.2041984 ]
 [-1.19997159]
 [-0.79039831]
 [-0.68609753]
 [-0.96356906]
 [ 1.4800688 ]
 [ 3.33532478]
 [-3.7835379 ]]
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Progress: 83.1% ... Training loss: 0.078 ... Validation loss: 0.163[[-0.2023755 ]
 [ 0.38288648]
 [ 0.20723597]
 [ 2.94173799]
 [ 0.2984889 ]
 [ 0.19925188]
 [-1.19207548]
 [-0.79030806]
 [-0.68485109]
 [-0.97783741]
 [ 1.48337988]
 [ 3.33404681]
 [-3.78796375]]
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Progress: 83.2% ... Training loss: 0.082 ... Validation loss: 0.170[[-0.20743481]
 [ 0.37595195]
 [ 0.2039617 ]
 [ 2.94140565]
 [ 0.2928046 ]
 [ 0.19364266]
 [-1.20011606]
 [-0.80705238]
 [-0.69397462]
 [-0.97616467]
 [ 1.48075688]
 [ 3.3200474 ]
 [-3.78144704]]
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Progress: 83.2% ... Training loss: 0.081 ... Validation loss: 0.161[[-0.20873536]
 [ 0.37636862]
 [ 0.20458046]
 [ 2.9347552 ]
 [ 0.29216781]
 [ 0.19488012]
 [-1.20686134]
 [-0.80192915]
 [-0.69882999]
 [-0.97427933]
 [ 1.47876875]
 [ 3.33155367]
 [-3.7767216 ]]
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Progress: 83.2% ... Training loss: 0.078 ... Validation loss: 0.163[[-0.20596678]
 [ 0.37860444]
 [ 0.20814014]
 [ 2.94165094]
 [ 0.29544576]
 [ 0.1993874 ]
 [-1.19480479]
 [-0.79695152]
 [-0.69962889]
 [-0.96860543]
 [ 1.48381633]
 [ 3.33085711]
 [-3.77379871]]
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Progress: 83.3% ... Training loss: 0.078 ... Validation loss: 0.169[[-0.20810889]
 [ 0.37791742]
 [ 0.20707453]
 [ 2.93736113]
 [ 0.29205771]
 [ 0.19700064]
 [-1.20279739]
 [-0.80242221]
 [-0.6977503 ]
 [-0.97587578]
 [ 1.48110373]
 [ 3.33122373]
 [-3.77849976]]
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Progress: 83.3% ... Training loss: 0.077 ... Validation loss: 0.161[[-0.20493551]
 [ 0.3800842 ]
 [ 0.2086925 ]
 [ 2.93643081]
 [ 0.29379493]
 [ 0.19970749]
 [-1.20142012]
 [-0.80000081]
 [-0.69447486]
 [-0.97020288]
 [ 1.47929049]
 [ 3.33398462]
 [-3.78109469]]
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Progress: 83.4% ... Training loss: 0.076 ... Validation loss: 0.160[[-0.20420473]
 [ 0.38477851]
 [ 0.2112432 ]
 [ 2.94358082]
 [ 0.29641968]
 [ 0.20200053]
 [-1.2002405 ]
 [-0.80100723]
 [-0.69572842]
 [-0.96359967]
 [ 1.48548474]
 [ 3.33716984]
 [-3.77929063]]
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Progress: 83.5% ... Training loss: 0.076 ... Validation loss: 0.163[[-0.20816163]
 [ 0.38007126]
 [ 0.20680262]
 [ 2.94734688]
 [ 0.29116581]
 [ 0.1981299 ]
 [-1.19749713]
 [-0.80766485]
 [-0.70359753]
 [-0.96748102]
 [ 1.48502886]
 [ 3.32719232]
 [-3.78502615]]
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Progress: 83.5% ... Training loss: 0.077 ... Validation loss: 0.166[[-0.20501745]
 [ 0.38264177]
 [ 0.20900834]
 [ 2.94708163]
 [ 0.29438555]
 [ 0.2017321 ]
 [-1.19623519]
 [-0.8093171 ]
 [-0.70496893]
 [-0.96364497]
 [ 1.48412323]
 [ 3.3296949 ]
 [-3.78792589]]
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Progress: 83.5% ... Training loss: 0.080 ... Validation loss: 0.164[[-0.20953824]
 [ 0.3822819 ]
 [ 0.20664814]
 [ 2.95192509]
 [ 0.29301451]
 [ 0.1991873 ]
 [-1.19863639]
 [-0.80634341]
 [-0.70133213]
 [-0.97530151]
 [ 1.48671411]
 [ 3.3505887 ]
 [-3.78695634]]
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Progress: 83.6% ... Training loss: 0.078 ... Validation loss: 0.163[[-0.20770502]
 [ 0.38465365]
 [ 0.20930543]
 [ 2.95434529]
 [ 0.29564831]
 [ 0.20061056]
 [-1.19801483]
 [-0.80186824]
 [-0.69270509]
 [-0.96850684]
 [ 1.48787302]
 [ 3.35542358]
 [-3.78917389]]
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Progress: 83.7% ... Training loss: 0.078 ... Validation loss: 0.161[[-0.21656503]
 [ 0.3754726 ]
 [ 0.20285961]
 [ 2.9382349 ]
 [ 0.28694046]
 [ 0.19334172]
 [-1.216024  ]
 [-0.81569425]
 [-0.71418598]
 [-0.96979578]
 [ 1.47224193]
 [ 3.33654766]
 [-3.80090527]]
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Progress: 83.7% ... Training loss: 0.085 ... Validation loss: 0.163[[-0.20420595]
 [ 0.39074301]
 [ 0.21458813]
 [ 2.95381118]
 [ 0.30066702]
 [ 0.20674811]
 [-1.19103985]
 [-0.79341555]
 [-0.68800521]
 [-0.95311916]
 [ 1.48554236]
 [ 3.35628387]
 [-3.79389218]]
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Progress: 83.8% ... Training loss: 0.076 ... Validation loss: 0.169[[-0.21711135]
 [ 0.38130296]
 [ 0.20973158]
 [ 2.94678617]
 [ 0.2914044 ]
 [ 0.19834447]
 [-1.21592006]
 [-0.79850165]
 [-0.70969444]
 [-0.96142911]
 [ 1.47752359]
 [ 3.35268439]
 [-3.79667558]]
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Progress: 83.8% ... Training loss: 0.080 ... Validation loss: 0.175[[-0.2122064 ]
 [ 0.38747411]
 [ 0.2138411 ]
 [ 2.95776405]
 [ 0.29590702]
 [ 0.20203011]
 [-1.20020033]
 [-0.79772882]
 [-0.69624052]
 [-0.96263998]
 [ 1.48064657]
 [ 3.35005075]
 [-3.79301733]]
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Progress: 83.8% ... Training loss: 0.076 ... Validation loss: 0.164[[-0.21337078]
 [ 0.3824996 ]
 [ 0.20947733]
 [ 2.95535722]
 [ 0.29205076]
 [ 0.19910752]
 [-1.20463016]
 [-0.8126206 ]
 [-0.70251976]
 [-0.97184309]
 [ 1.47547542]
 [ 3.34115804]
 [-3.79992675]]
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Progress: 83.9% ... Training loss: 0.078 ... Validation loss: 0.156[[-0.20808345]
 [ 0.39138475]
 [ 0.21690295]
 [ 2.96944921]
 [ 0.3018886 ]
 [ 0.20665972]
 [-1.19027591]
 [-0.78254977]
 [-0.68322548]
 [-0.9580896 ]
 [ 1.48737943]
 [ 3.36631121]
 [-3.78507074]]
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Progress: 84.0% ... Training loss: 0.091 ... Validation loss: 0.175[[-0.20951324]
 [ 0.38361882]
 [ 0.21046471]
 [ 2.94698588]
 [ 0.29381292]
 [ 0.20102756]
 [-1.2071871 ]
 [-0.81634807]
 [-0.70802875]
 [-0.96671546]
 [ 1.46763515]
 [ 3.32935793]
 [-3.81315473]]
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Progress: 84.0% ... Training loss: 0.107 ... Validation loss: 0.168[[-0.20001254]
 [ 0.39834053]
 [ 0.22244725]
 [ 2.9588093 ]
 [ 0.30716807]
 [ 0.21052238]
 [-1.18725086]
 [-0.78864984]
 [-0.67123376]
 [-0.96099255]
 [ 1.47983679]
 [ 3.36878201]
 [-3.78410887]]
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Progress: 84.0% ... Training loss: 0.082 ... Validation loss: 0.158[[-0.21098854]
 [ 0.39052125]
 [ 0.21391067]
 [ 2.94288122]
 [ 0.29878214]
 [ 0.20127719]
 [-1.20418005]
 [-0.81065717]
 [-0.68848338]
 [-0.98602997]
 [ 1.46797829]
 [ 3.35979328]
 [-3.79480228]]
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Progress: 84.1% ... Training loss: 0.079 ... Validation loss: 0.155[[-0.19937296]
 [ 0.40044254]
 [ 0.22302104]
 [ 2.95400428]
 [ 0.30831062]
 [ 0.21142762]
 [-1.18957553]
 [-0.7916691 ]
 [-0.67424107]
 [-0.96171364]
 [ 1.47739558]
 [ 3.37807001]
 [-3.78952527]]
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Progress: 84.2% ... Training loss: 0.081 ... Validation loss: 0.156[[-0.20606469]
 [ 0.38768365]
 [ 0.21320816]
 [ 2.94113053]
 [ 0.29583908]
 [ 0.20183719]
 [-1.20901543]
 [-0.81961787]
 [-0.69768006]
 [-0.96813957]
 [ 1.46373297]
 [ 3.3461528 ]
 [-3.8086409 ]]
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Progress: 84.2% ... Training loss: 0.094 ... Validation loss: 0.165[[-0.20046762]
 [ 0.39829964]
 [ 0.22253696]
 [ 2.96758978]
 [ 0.30638056]
 [ 0.21063253]
 [-1.19352987]
 [-0.78096827]
 [-0.66697492]
 [-0.96458831]
 [ 1.48327577]
 [ 3.37423376]
 [-3.78339617]]
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Progress: 84.2% ... Training loss: 0.096 ... Validation loss: 0.159[[-0.21069924]
 [ 0.38116231]
 [ 0.21011212]
 [ 2.93844212]
 [ 0.29039349]
 [ 0.20016178]
 [-1.21881665]
 [-0.8126895 ]
 [-0.70544425]
 [-0.97533559]
 [ 1.46105054]
 [ 3.33692947]
 [-3.81426684]]
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Progress: 84.3% ... Training loss: 0.103 ... Validation loss: 0.180[[-0.19818556]
 [ 0.39693202]
 [ 0.22385998]
 [ 2.95887107]
 [ 0.30760922]
 [ 0.21289986]
 [-1.19247511]
 [-0.7783764 ]
 [-0.67365269]
 [-0.95479214]
 [ 1.47997339]
 [ 3.37852075]
 [-3.77993833]]
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Progress: 84.3% ... Training loss: 0.089 ... Validation loss: 0.162[[-0.2066096 ]
 [ 0.38546382]
 [ 0.21442611]
 [ 2.94093861]
 [ 0.29536903]
 [ 0.20267112]
 [-1.21927251]
 [-0.81259458]
 [-0.70264838]
 [-0.96580542]
 [ 1.46540344]
 [ 3.35514353]
 [-3.78946393]]
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Progress: 84.4% ... Training loss: 0.082 ... Validation loss: 0.161[[-0.20447988]
 [ 0.38889601]
 [ 0.21701182]
 [ 2.9584383 ]
 [ 0.3006319 ]
 [ 0.2054755 ]
 [-1.20773307]
 [-0.79415699]
 [-0.6893651 ]
 [-0.96661701]
 [ 1.47931293]
 [ 3.37140939]
 [-3.78107039]]
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Progress: 84.5% ... Training loss: 0.081 ... Validation loss: 0.159[[-0.21624766]
 [ 0.37867258]
 [ 0.20861131]
 [ 2.94714631]
 [ 0.29066985]
 [ 0.19734392]
 [-1.23298102]
 [-0.80930676]
 [-0.71708672]
 [-0.97601084]
 [ 1.46990071]
 [ 3.35260602]
 [-3.79458344]]
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Progress: 84.5% ... Training loss: 0.081 ... Validation loss: 0.163[[-0.21428972]
 [ 0.3835953 ]
 [ 0.21375974]
 [ 2.95110068]
 [ 0.29483555]
 [ 0.20048821]
 [-1.22300132]
 [-0.78629147]
 [-0.69948457]
 [-0.97047292]
 [ 1.47553197]
 [ 3.37565432]
 [-3.78461032]]
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Progress: 84.5% ... Training loss: 0.084 ... Validation loss: 0.173[[-0.21346198]
 [ 0.37727929]
 [ 0.20966116]
 [ 2.95262703]
 [ 0.28855034]
 [ 0.19868366]
 [-1.21946371]
 [-0.81376474]
 [-0.71019314]
 [-0.97276979]
 [ 1.4707119 ]
 [ 3.34171769]
 [-3.79928967]]
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Progress: 84.6% ... Training loss: 0.084 ... Validation loss: 0.164[[-0.20885075]
 [ 0.38473211]
 [ 0.21700241]
 [ 2.96817596]
 [ 0.29655374]
 [ 0.20448541]
 [-1.21429673]
 [-0.79300953]
 [-0.70020232]
 [-0.95561964]
 [ 1.48251672]
 [ 3.36212022]
 [-3.78780584]]
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Progress: 84.7% ... Training loss: 0.077 ... Validation loss: 0.169[[-0.21726368]
 [ 0.37722547]
 [ 0.20990501]
 [ 2.96990435]
 [ 0.29006549]
 [ 0.1970181 ]
 [-1.22620793]
 [-0.80235512]
 [-0.70668749]
 [-0.9730977 ]
 [ 1.48047303]
 [ 3.35356172]
 [-3.79841014]]
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Progress: 84.7% ... Training loss: 0.077 ... Validation loss: 0.163[[-0.21463687]
 [ 0.38101145]
 [ 0.21392794]
 [ 2.95841217]
 [ 0.29380288]
 [ 0.20145685]
 [-1.21788974]
 [-0.80611773]
 [-0.71208826]
 [-0.96229427]
 [ 1.47653768]
 [ 3.34696275]
 [-3.79623858]]
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Progress: 84.8% ... Training loss: 0.081 ... Validation loss: 0.165[[-0.20505318]
 [ 0.39445114]
 [ 0.22365525]
 [ 2.96871723]
 [ 0.30569985]
 [ 0.21253413]
 [-1.20534906]
 [-0.78722429]
 [-0.69076612]
 [-0.95035818]
 [ 1.48536401]
 [ 3.36038766]
 [-3.7817571 ]]
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Progress: 84.8% ... Training loss: 0.080 ... Validation loss: 0.169[[-0.21133766]
 [ 0.38358866]
 [ 0.21363802]
 [ 2.94114456]
 [ 0.29431313]
 [ 0.20635938]
 [-1.22253308]
 [-0.82035058]
 [-0.72373341]
 [-0.96439383]
 [ 1.4619029 ]
 [ 3.31681836]
 [-3.80411317]]
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Progress: 84.8% ... Training loss: 0.132 ... Validation loss: 0.180[[-0.18917025]
 [ 0.41224267]
 [ 0.23642449]
 [ 2.97649814]
 [ 0.32104149]
 [ 0.23075444]
 [-1.17220136]
 [-0.76317427]
 [-0.66364372]
 [-0.93977887]
 [ 1.49198487]
 [ 3.36674068]
 [-3.76077545]]
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Progress: 84.9% ... Training loss: 0.111 ... Validation loss: 0.213[[-0.2077433 ]
 [ 0.39311962]
 [ 0.22046607]
 [ 2.93933929]
 [ 0.30067583]
 [ 0.21368026]
 [-1.21278599]
 [-0.80268073]
 [-0.70837096]
 [-0.9597353 ]
 [ 1.46277547]
 [ 3.32878823]
 [-3.79881384]]
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Progress: 85.0% ... Training loss: 0.102 ... Validation loss: 0.169[[-0.20767915]
 [ 0.40413801]
 [ 0.22776451]
 [ 2.95328465]
 [ 0.30965045]
 [ 0.21833738]
 [-1.19449877]
 [-0.77749928]
 [-0.68317627]
 [-0.96419042]
 [ 1.47778213]
 [ 3.36414507]
 [-3.77518333]]
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Progress: 85.0% ... Training loss: 0.082 ... Validation loss: 0.181[[-0.21990251]
 [ 0.39039297]
 [ 0.21584696]
 [ 2.94214726]
 [ 0.29686897]
 [ 0.20624013]
 [-1.21902396]
 [-0.80174695]
 [-0.70643984]
 [-0.98699042]
 [ 1.46484396]
 [ 3.33725385]
 [-3.79080078]]
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Progress: 85.0% ... Training loss: 0.086 ... Validation loss: 0.165[[-0.21032221]
 [ 0.39971304]
 [ 0.22371495]
 [ 2.96187822]
 [ 0.30586732]
 [ 0.21485729]
 [-1.20170533]
 [-0.78620799]
 [-0.68508663]
 [-0.97427194]
 [ 1.4780921 ]
 [ 3.35468264]
 [-3.77968697]]
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Progress: 85.1% ... Training loss: 0.078 ... Validation loss: 0.167[[-0.20994428]
 [ 0.39703985]
 [ 0.22212658]
 [ 2.96194676]
 [ 0.30392528]
 [ 0.21431539]
 [-1.20012723]
 [-0.79427892]
 [-0.69095564]
 [-0.97576113]
 [ 1.47698323]
 [ 3.34848338]
 [-3.78873896]]
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Progress: 85.2% ... Training loss: 0.077 ... Validation loss: 0.162[[-0.21174418]
 [ 0.39858298]
 [ 0.22465586]
 [ 2.96681178]
 [ 0.30438895]
 [ 0.21330072]
 [-1.20833557]
 [-0.78900302]
 [-0.69433407]
 [-0.97193754]
 [ 1.4810025 ]
 [ 3.3594731 ]
 [-3.7855289 ]]
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Progress: 85.2% ... Training loss: 0.076 ... Validation loss: 0.169[[-0.21694453]
 [ 0.39317609]
 [ 0.22096802]
 [ 2.96757466]
 [ 0.29884983]
 [ 0.20812761]
 [-1.21718722]
 [-0.7998456 ]
 [-0.70260789]
 [-0.98247965]
 [ 1.47710543]
 [ 3.34395095]
 [-3.79133911]]
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Progress: 85.2% ... Training loss: 0.078 ... Validation loss: 0.161[[-0.208396  ]
 [ 0.40262604]
 [ 0.23037789]
 [ 2.98554535]
 [ 0.30885892]
 [ 0.21588051]
 [-1.19402452]
 [-0.78292535]
 [-0.68646278]
 [-0.96916919]
 [ 1.4925105 ]
 [ 3.36655315]
 [-3.77978685]]
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Progress: 85.3% ... Training loss: 0.082 ... Validation loss: 0.184[[-0.22069246]
 [ 0.39148177]
 [ 0.22005143]
 [ 2.96115373]
 [ 0.29857385]
 [ 0.20574484]
 [-1.21817925]
 [-0.80704537]
 [-0.70864785]
 [-0.99523135]
 [ 1.47246548]
 [ 3.33995549]
 [-3.80238248]]
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Progress: 85.3% ... Training loss: 0.092 ... Validation loss: 0.164[[-0.2104251 ]
 [ 0.40319394]
 [ 0.2307042 ]
 [ 2.97338435]
 [ 0.30879889]
 [ 0.21479947]
 [-1.19806639]
 [-0.78618502]
 [-0.68376558]
 [-0.98181772]
 [ 1.48370519]
 [ 3.35606565]
 [-3.78455395]]
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Progress: 85.4% ... Training loss: 0.075 ... Validation loss: 0.164[[-0.21105255]
 [ 0.40141099]
 [ 0.23006159]
 [ 2.98134866]
 [ 0.30767099]
 [ 0.21454623]
 [-1.19975343]
 [-0.78915569]
 [-0.68996028]
 [-0.97403839]
 [ 1.48739626]
 [ 3.35412888]
 [-3.78902747]]
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Progress: 85.5% ... Training loss: 0.076 ... Validation loss: 0.175[[-0.20622363]
 [ 0.40632802]
 [ 0.23245511]
 [ 2.9850782 ]
 [ 0.31117328]
 [ 0.21787246]
 [-1.18589467]
 [-0.78795986]
 [-0.68024589]
 [-0.97190218]
 [ 1.49082249]
 [ 3.36077148]
 [-3.79268747]]
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   -2.37084831e-01  -4.44120267e-01  -8.95410294e-02  -5.11885264e-01
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    1.92105400e-01  -5.86585024e-01  -1.39431388e+00  -2.92119527e-01
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Progress: 85.5% ... Training loss: 0.077 ... Validation loss: 0.173[[-0.21337059]
 [ 0.39796603]
 [ 0.22509718]
 [ 2.97834445]
 [ 0.30218058]
 [ 0.21002426]
 [-1.20371484]
 [-0.80266252]
 [-0.69218319]
 [-0.98497622]
 [ 1.48214808]
 [ 3.34590903]
 [-3.80840922]]
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Progress: 85.5% ... Training loss: 0.080 ... Validation loss: 0.158[[-0.21732475]
 [ 0.39760044]
 [ 0.22514452]
 [ 2.98067586]
 [ 0.30435008]
 [ 0.20866208]
 [-1.21305672]
 [-0.78774959]
 [-0.68678405]
 [-0.98338501]
 [ 1.48623984]
 [ 3.3604506 ]
 [-3.7975973 ]]
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Progress: 85.6% ... Training loss: 0.078 ... Validation loss: 0.164[[-0.21054275]
 [ 0.40716412]
 [ 0.23176112]
 [ 2.98497048]
 [ 0.31281133]
 [ 0.21663664]
 [-1.20549264]
 [-0.77832743]
 [-0.68355101]
 [-0.97642494]
 [ 1.49022233]
 [ 3.36725996]
 [-3.79943157]]
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Progress: 85.7% ... Training loss: 0.078 ... Validation loss: 0.166[[-0.21149966]
 [ 0.40224249]
 [ 0.22614504]
 [ 2.97893103]
 [ 0.30650546]
 [ 0.21397474]
 [-1.20802963]
 [-0.79756668]
 [-0.69788359]
 [-0.98232664]
 [ 1.48353082]
 [ 3.35176436]
 [-3.81302352]]
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   -2.35722211e-01  -4.41844627e-01  -9.17751125e-02  -5.20615246e-01
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Progress: 85.7% ... Training loss: 0.082 ... Validation loss: 0.160[[-0.21592241]
 [ 0.40051615]
 [ 0.22666474]
 [ 2.98385174]
 [ 0.30639519]
 [ 0.21233947]
 [-1.21681328]
 [-0.78608476]
 [-0.70032215]
 [-0.98178492]
 [ 1.48803378]
 [ 3.36252216]
 [-3.80130446]]
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   -2.36370403e-01  -4.43062404e-01  -9.05970064e-02  -5.20373589e-01
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Progress: 85.8% ... Training loss: 0.076 ... Validation loss: 0.165[[-0.21091158]
 [ 0.40400335]
 [ 0.22845216]
 [ 2.99662119]
 [ 0.31034606]
 [ 0.21565386]
 [-1.20132096]
 [-0.78647956]
 [-0.69107008]
 [-0.97773356]
 [ 1.49779788]
 [ 3.37129231]
 [-3.79833929]]
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Progress: 85.8% ... Training loss: 0.078 ... Validation loss: 0.167[[-0.21616139]
 [ 0.39396481]
 [ 0.22114492]
 [ 2.9844651 ]
 [ 0.30078756]
 [ 0.21006997]
 [-1.21695852]
 [-0.80551188]
 [-0.70921879]
 [-0.9890549 ]
 [ 1.48536103]
 [ 3.35207387]
 [-3.81040291]]
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Progress: 85.8% ... Training loss: 0.082 ... Validation loss: 0.161[[-0.21270636]
 [ 0.40026328]
 [ 0.22561827]
 [ 2.99734034]
 [ 0.30798123]
 [ 0.21496048]
 [-1.21010149]
 [-0.7907192 ]
 [-0.69525362]
 [-0.99065202]
 [ 1.49591785]
 [ 3.36900417]
 [-3.79920714]]
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   -2.37494107e-01  -4.42203666e-01  -9.02614961e-02  -5.21991815e-01
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Progress: 85.9% ... Training loss: 0.077 ... Validation loss: 0.161[[-0.2099764 ]
 [ 0.39972839]
 [ 0.22452127]
 [ 2.984724  ]
 [ 0.30507648]
 [ 0.21436183]
 [-1.21299298]
 [-0.80434802]
 [-0.70189678]
 [-0.99016736]
 [ 1.48646519]
 [ 3.35516012]
 [-3.81662879]]
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Progress: 86.0% ... Training loss: 0.081 ... Validation loss: 0.159[[-0.20395798]
 [ 0.40712102]
 [ 0.23230182]
 [ 2.99830631]
 [ 0.31215267]
 [ 0.22044508]
 [-1.20638922]
 [-0.78268563]
 [-0.6994628 ]
 [-0.96516555]
 [ 1.49910809]
 [ 3.36729114]
 [-3.80503527]]
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   -2.36344339e-01  -4.40306517e-01  -9.26188843e-02  -5.24792676e-01
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Progress: 86.0% ... Training loss: 0.075 ... Validation loss: 0.168[[-0.20547565]
 [ 0.40345957]
 [ 0.22976908]
 [ 3.00349563]
 [ 0.30912739]
 [ 0.21798652]
 [-1.20757064]
 [-0.7919335 ]
 [-0.70429258]
 [-0.97293024]
 [ 1.49965181]
 [ 3.36717566]
 [-3.81399518]]
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Progress: 86.0% ... Training loss: 0.074 ... Validation loss: 0.162[[-0.1969568 ]
 [ 0.40966641]
 [ 0.23424947]
 [ 3.01469836]
 [ 0.31569703]
 [ 0.22420605]
 [-1.19004241]
 [-0.79013274]
 [-0.69389871]
 [-0.96402662]
 [ 1.50679891]
 [ 3.37292542]
 [-3.80763899]]
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Progress: 86.1% ... Training loss: 0.079 ... Validation loss: 0.168[[-0.20090942]
 [ 0.40592129]
 [ 0.23163326]
 [ 3.00848526]
 [ 0.31212495]
 [ 0.22080217]
 [-1.20504579]
 [-0.79366851]
 [-0.70265995]
 [-0.96531229]
 [ 1.5017854 ]
 [ 3.377604  ]
 [-3.81466247]]
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   -2.37594569e-01  -4.41378068e-01  -8.84094961e-02  -5.21812567e-01
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Progress: 86.2% ... Training loss: 0.074 ... Validation loss: 0.164[[-0.20696068]
 [ 0.40274824]
 [ 0.22863008]
 [ 3.004857  ]
 [ 0.308174  ]
 [ 0.21665701]
 [-1.20613015]
 [-0.79485392]
 [-0.70447675]
 [-0.97783687]
 [ 1.49781439]
 [ 3.37068516]
 [-3.81795015]]
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Progress: 86.2% ... Training loss: 0.074 ... Validation loss: 0.158[[-0.19770569]
 [ 0.40609993]
 [ 0.23279365]
 [ 3.009595  ]
 [ 0.31255246]
 [ 0.22374381]
 [-1.19191046]
 [-0.79828284]
 [-0.70393455]
 [-0.96183316]
 [ 1.50115031]
 [ 3.36412205]
 [-3.81877559]]
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   -2.36414423e-01  -4.40762832e-01  -9.04570298e-02  -5.33046619e-01
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Progress: 86.2% ... Training loss: 0.077 ... Validation loss: 0.162[[-0.20692433]
 [ 0.40171313]
 [ 0.22801179]
 [ 3.00761371]
 [ 0.30630505]
 [ 0.21708545]
 [-1.20906153]
 [-0.80391142]
 [-0.70922722]
 [-0.9811419 ]
 [ 1.49989191]
 [ 3.37011434]
 [-3.81963466]]
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Progress: 86.3% ... Training loss: 0.075 ... Validation loss: 0.158[[-0.1993134 ]
 [ 0.41055439]
 [ 0.23403687]
 [ 3.01605291]
 [ 0.31463229]
 [ 0.22469734]
 [-1.19782273]
 [-0.79321324]
 [-0.69963938]
 [-0.96832905]
 [ 1.50740395]
 [ 3.37608542]
 [-3.81543399]]
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Progress: 86.3% ... Training loss: 0.075 ... Validation loss: 0.162[[-0.20354285]
 [ 0.40571744]
 [ 0.23193245]
 [ 3.00628924]
 [ 0.30915351]
 [ 0.22091169]
 [-1.20413794]
 [-0.79786098]
 [-0.70889891]
 [-0.97044579]
 [ 1.4996753 ]
 [ 3.36707352]
 [-3.82191732]]
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Progress: 86.4% ... Training loss: 0.076 ... Validation loss: 0.162[[-0.20932698]
 [ 0.4071916 ]
 [ 0.23339633]
 [ 3.01318016]
 [ 0.31078641]
 [ 0.21821203]
 [-1.20626722]
 [-0.78390466]
 [-0.70418249]
 [-0.98056195]
 [ 1.50465043]
 [ 3.38048574]
 [-3.81558535]]
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   -8.14006783e-02  -1.68463360e-01  -1.46039603e-01   5.43526579e-02
   -2.36191231e-01  -4.40534037e-01  -9.07234746e-02  -5.31369405e-01
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    1.97686337e-01  -5.81759701e-01  -1.40076112e+00  -2.89856166e-01
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Progress: 86.5% ... Training loss: 0.078 ... Validation loss: 0.165[[-0.20699006]
 [ 0.40288349]
 [ 0.23087231]
 [ 3.01102537]
 [ 0.30762534]
 [ 0.21792626]
 [-1.20658284]
 [-0.8042629 ]
 [-0.71647701]
 [-0.98374621]
 [ 1.49990176]
 [ 3.36027967]
 [-3.82229644]]
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   -8.11909269e-02  -1.68386503e-01  -1.47073520e-01   5.38782155e-02
   -2.36868679e-01  -4.40380996e-01  -8.93952590e-02  -5.30341239e-01
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    1.99650879e-01  -5.81933345e-01  -1.40341610e+00  -2.92389534e-01
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Progress: 86.5% ... Training loss: 0.077 ... Validation loss: 0.159[[-0.19927612]
 [ 0.40649371]
 [ 0.23448617]
 [ 3.01738014]
 [ 0.31260534]
 [ 0.22261894]
 [-1.19580195]
 [-0.80763834]
 [-0.71104529]
 [-0.97895001]
 [ 1.50462029]
 [ 3.36429981]
 [-3.81832828]]
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    1.97571246e-01  -5.84083183e-01  -1.40230126e+00  -2.84100625e-01
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Progress: 86.5% ... Training loss: 0.078 ... Validation loss: 0.156[[-0.20097141]
 [ 0.40730947]
 [ 0.2362294 ]
 [ 3.02291961]
 [ 0.31738332]
 [ 0.22251874]
 [-1.19662971]
 [-0.80054756]
 [-0.71375603]
 [-0.9730531 ]
 [ 1.51045723]
 [ 3.37858107]
 [-3.81623154]]
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   -7.98673897e-02  -1.68029283e-01  -1.49547500e-01   5.08680859e-02
   -2.40587118e-01  -4.40380409e-01  -8.17247534e-02  -5.13421483e-01
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    1.99166974e-01  -5.84788357e-01  -1.40241202e+00  -2.84061550e-01
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Progress: 86.6% ... Training loss: 0.077 ... Validation loss: 0.161[[-0.20663644]
 [ 0.40007501]
 [ 0.22962234]
 [ 3.01079909]
 [ 0.30997207]
 [ 0.21677246]
 [-1.21221255]
 [-0.81303607]
 [-0.72693968]
 [-0.98343493]
 [ 1.49844058]
 [ 3.36177403]
 [-3.82809095]]
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   -2.39683171e-01  -4.39864828e-01  -8.33585866e-02  -5.17718546e-01
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    1.98994521e-01  -5.85275173e-01  -1.40230560e+00  -2.82956736e-01
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Progress: 86.7% ... Training loss: 0.080 ... Validation loss: 0.158[[-0.20023576]
 [ 0.41050839]
 [ 0.23676657]
 [ 3.03036124]
 [ 0.31869182]
 [ 0.22205387]
 [-1.19799584]
 [-0.78977995]
 [-0.70472944]
 [-0.97212271]
 [ 1.51572486]
 [ 3.3908316 ]
 [-3.81144142]]
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    1.97851363e-01  -5.85581842e-01  -1.40170996e+00  -2.77814206e-01
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Progress: 86.7% ... Training loss: 0.092 ... Validation loss: 0.173[[-0.2104982 ]
 [ 0.39775058]
 [ 0.22675171]
 [ 3.00866589]
 [ 0.30680687]
 [ 0.21245415]
 [-1.22832909]
 [-0.81224679]
 [-0.73701836]
 [-0.98562879]
 [ 1.49546954]
 [ 3.35768494]
 [-3.83350299]]
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   -2.41072270e-01  -4.41500354e-01  -7.85957664e-02  -5.04039660e-01
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    2.00381696e-01  -5.83524018e-01  -1.40390533e+00  -2.83860015e-01
   -2.50992811e+00]]
Progress: 86.8% ... Training loss: 0.086 ... Validation loss: 0.164[[-0.20267915]
 [ 0.4113171 ]
 [ 0.23686802]
 [ 3.02682942]
 [ 0.31802625]
 [ 0.22137447]
 [-1.20482891]
 [-0.78861659]
 [-0.70895342]
 [-0.97807871]
 [ 1.50769012]
 [ 3.38292075]
 [-3.80721568]]
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    4.22110030e-01]
 [ -2.25440386e-01  -3.04836230e-01  -3.23911932e-01   5.81490021e-02
   -7.97220490e-02  -1.68235715e-01  -1.48798276e-01   5.00564604e-02
   -2.41455155e-01  -4.39058764e-01  -7.89351926e-02  -5.03082494e-01
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 [ -1.79254003e-01   2.57354292e-02  -2.41675030e-01  -2.43400172e+00
   -2.64054315e-01  -2.36302992e-01   1.41774882e-01  -3.90158223e-01
    2.00161929e-01  -5.83691743e-01  -1.40409083e+00  -2.79656585e-01
   -2.51013482e+00]]
Progress: 86.8% ... Training loss: 0.088 ... Validation loss: 0.157[[-0.21303766]
 [ 0.39807443]
 [ 0.22500286]
 [ 3.00919489]
 [ 0.30377289]
 [ 0.20976821]
 [-1.23153063]
 [-0.81165315]
 [-0.74142637]
 [-0.98461342]
 [ 1.49101387]
 [ 3.34818786]
 [-3.83491553]]
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   -8.06818569e-02  -1.68779371e-01  -1.43541390e-01   5.28221396e-02
   -2.38038031e-01  -4.38691832e-01  -8.23592996e-02  -5.13082191e-01
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    2.00770204e-01  -5.83898763e-01  -1.40519161e+00  -2.85158334e-01
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Progress: 86.8% ... Training loss: 0.091 ... Validation loss: 0.171[[-0.20336318]
 [ 0.41152213]
 [ 0.23585613]
 [ 3.01584505]
 [ 0.31559093]
 [ 0.22233652]
 [-1.21394544]
 [-0.79134725]
 [-0.72294812]
 [-0.97183454]
 [ 1.50148421]
 [ 3.37368243]
 [-3.81173742]]
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   -7.95670161e-02  -1.68023343e-01  -1.48797876e-01   4.85841154e-02
   -2.40462990e-01  -4.43222393e-01  -7.71708846e-02  -4.98559938e-01
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    1.99628093e-01  -5.84022236e-01  -1.40483858e+00  -2.82191123e-01
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Progress: 86.9% ... Training loss: 0.077 ... Validation loss: 0.163[[-0.20137592]
 [ 0.40741265]
 [ 0.23326348]
 [ 3.00760737]
 [ 0.31163803]
 [ 0.22214151]
 [-1.20853336]
 [-0.80840178]
 [-0.73212138]
 [-0.97338725]
 [ 1.49502784]
 [ 3.35590954]
 [-3.82156123]]
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   -2.40727449e-01  -4.44441229e-01  -7.71043576e-02  -4.99629283e-01
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    2.00525647e-01  -5.84142588e-01  -1.40574012e+00  -2.86688016e-01
   -2.51016713e+00]]
Progress: 87.0% ... Training loss: 0.081 ... Validation loss: 0.162[[-0.20585788]
 [ 0.40717711]
 [ 0.23323471]
 [ 3.01458515]
 [ 0.3138447 ]
 [ 0.22067327]
 [-1.20476319]
 [-0.79845702]
 [-0.72299088]
 [-0.97822428]
 [ 1.49923699]
 [ 3.36874073]
 [-3.80707298]]
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 [ -1.79411174e-01   2.59428948e-02  -2.41582618e-01  -2.43683150e+00
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    2.00863489e-01  -5.84685061e-01  -1.40520718e+00  -2.82467665e-01
   -2.51319011e+00]]
Progress: 87.0% ... Training loss: 0.076 ... Validation loss: 0.160[[-0.19827097]
 [ 0.40827591]
 [ 0.23550913]
 [ 3.02672003]
 [ 0.31545747]
 [ 0.22515472]
 [-1.19373623]
 [-0.80375753]
 [-0.72591034]
 [-0.9697527 ]
 [ 1.50468423]
 [ 3.36201182]
 [-3.8156696 ]]
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 [ -1.79465886e-01   2.59917570e-02  -2.41532308e-01  -2.43687618e+00
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    2.00994855e-01  -5.84838752e-01  -1.40516527e+00  -2.82202002e-01
   -2.51319852e+00]]
Progress: 87.0% ... Training loss: 0.079 ... Validation loss: 0.167[[-0.20629117]
 [ 0.40742415]
 [ 0.23345384]
 [ 3.02898806]
 [ 0.31238131]
 [ 0.21888119]
 [-1.21289768]
 [-0.79129598]
 [-0.72587151]
 [-0.98129933]
 [ 1.50690092]
 [ 3.37745222]
 [-3.81091807]]
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    2.02634625e-01  -5.83626734e-01  -1.40680438e+00  -2.87006442e-01
   -2.51232878e+00]]
Progress: 87.1% ... Training loss: 0.079 ... Validation loss: 0.166[[-0.20858279]
 [ 0.40460381]
 [ 0.2314676 ]
 [ 3.02050627]
 [ 0.31033621]
 [ 0.21779533]
 [-1.22358008]
 [-0.79998727]
 [-0.73531088]
 [-0.97979067]
 [ 1.49904606]
 [ 3.36626804]
 [-3.82049655]]
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    2.02381544e-01  -5.84591730e-01  -1.40681284e+00  -2.86269394e-01
   -2.51250136e+00]]
Progress: 87.2% ... Training loss: 0.076 ... Validation loss: 0.164[[-0.20198742]
 [ 0.4107522 ]
 [ 0.23513176]
 [ 3.02834335]
 [ 0.31584798]
 [ 0.22386982]
 [-1.2074834 ]
 [-0.79540628]
 [-0.72274878]
 [-0.98123983]
 [ 1.50479695]
 [ 3.37436205]
 [-3.81365217]]
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    2.00388804e-01  -5.85561738e-01  -1.40568443e+00  -2.78435694e-01
   -2.51467001e+00]]
Progress: 87.2% ... Training loss: 0.076 ... Validation loss: 0.159[[-0.20942182]
 [ 0.40409553]
 [ 0.22910443]
 [ 3.0179472 ]
 [ 0.307018  ]
 [ 0.21578188]
 [-1.22158633]
 [-0.80702334]
 [-0.73163048]
 [-0.99230741]
 [ 1.49596059]
 [ 3.36885379]
 [-3.82259251]]
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    2.00837408e-01  -5.86476334e-01  -1.40590154e+00  -2.77041692e-01
   -2.51477744e+00]]
Progress: 87.2% ... Training loss: 0.076 ... Validation loss: 0.157[[-0.20609608]
 [ 0.41236979]
 [ 0.23418811]
 [ 3.02589416]
 [ 0.31360149]
 [ 0.22002447]
 [-1.21302609]
 [-0.79571533]
 [-0.71446004]
 [-0.98871424]
 [ 1.50415992]
 [ 3.38583941]
 [-3.81292478]]
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Progress: 87.3% ... Training loss: 0.079 ... Validation loss: 0.156[[-0.2109261 ]
 [ 0.4080954 ]
 [ 0.22998696]
 [ 3.02135699]
 [ 0.30881623]
 [ 0.21661041]
 [-1.21987418]
 [-0.80543322]
 [-0.72787652]
 [-0.99376393]
 [ 1.49930711]
 [ 3.36909462]
 [-3.82147655]]
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   -2.38997308e-01  -4.38149371e-01  -7.99605065e-02  -5.16983201e-01
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Progress: 87.3% ... Training loss: 0.075 ... Validation loss: 0.155[[-0.20550237]
 [ 0.41263352]
 [ 0.23456487]
 [ 3.02724379]
 [ 0.31479597]
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Progress: 87.4% ... Training loss: 0.074 ... Validation loss: 0.160[[-0.20673833]
 [ 0.41328644]
 [ 0.23829038]
 [ 3.05116852]
 [ 0.31641195]
 [ 0.22112363]
 [-1.20803362]
 [-0.78321055]
 [-0.71322325]
 [-0.98228508]
 [ 1.51750238]
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Progress: 87.5% ... Training loss: 0.091 ... Validation loss: 0.179[[-0.21969186]
 [ 0.39917088]
 [ 0.22584113]
 [ 3.02339494]
 [ 0.30168539]
 [ 0.21037842]
 [-1.23689622]
 [-0.82176444]
 [-0.74223126]
 [-1.00893393]
 [ 1.49439695]
 [ 3.34682328]
 [-3.83626133]]
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   -2.36750241e-01  -4.37706593e-01  -8.11438365e-02  -5.25447036e-01
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 [ -1.78681272e-01   2.44685362e-02  -2.42292081e-01  -2.44388680e+00
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Progress: 87.5% ... Training loss: 0.101 ... Validation loss: 0.171[[-0.20582304]
 [ 0.41834507]
 [ 0.24120144]
 [ 3.0555349 ]
 [ 0.32037602]
 [ 0.22495933]
 [-1.20261335]
 [-0.77459554]
 [-0.70548567]
 [-0.98115241]
 [ 1.5203944 ]
 [ 3.3914543 ]
 [-3.80764435]]
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   -8.00226122e-02  -1.68917812e-01  -1.44287021e-01   5.02996512e-02
   -2.39101345e-01  -4.40203710e-01  -7.66713475e-02  -5.13226306e-01
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 [ -1.78993965e-01   2.55090823e-02  -2.41985127e-01  -2.44276915e+00
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    2.04656497e-01  -5.81962966e-01  -1.40846520e+00  -2.95200633e-01
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Progress: 87.5% ... Training loss: 0.098 ... Validation loss: 0.179[[-0.21988629]
 [ 0.40109361]
 [ 0.22732643]
 [ 3.03272625]
 [ 0.30356481]
 [ 0.21038998]
 [-1.23083168]
 [-0.80534039]
 [-0.73916028]
 [-0.9960111 ]
 [ 1.50115392]
 [ 3.35154583]
 [-3.83114083]]
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   -2.36871304e-01  -4.37069225e-01  -8.11758399e-02  -5.26089208e-01
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Progress: 87.6% ... Training loss: 0.082 ... Validation loss: 0.165[[-0.21435043]
 [ 0.40914959]
 [ 0.23503803]
 [ 3.05332362]
 [ 0.31271157]
 [ 0.21731627]
 [-1.2162542 ]
 [-0.77796544]
 [-0.71787885]
 [-0.98754305]
 [ 1.51584159]
 [ 3.37724038]
 [-3.81428559]]
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Progress: 87.7% ... Training loss: 0.086 ... Validation loss: 0.177[[-0.22640178]
 [ 0.39044054]
 [ 0.22210737]
 [ 3.0302512 ]
 [ 0.29584193]
 [ 0.20465935]
 [-1.24276363]
 [-0.8134567 ]
 [-0.75354595]
 [-0.99726771]
 [ 1.49360312]
 [ 3.33031938]
 [-3.83808405]]
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   -2.39060071e-01  -4.37367818e-01  -7.84958749e-02  -5.25261480e-01
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Progress: 87.7% ... Training loss: 0.102 ... Validation loss: 0.176[[-0.21540854]
 [ 0.39957722]
 [ 0.2321085 ]
 [ 3.05809492]
 [ 0.30688483]
 [ 0.21479134]
 [-1.2108208 ]
 [-0.77996625]
 [-0.72342261]
 [-0.98121647]
 [ 1.51364959]
 [ 3.36199545]
 [-3.80754798]]
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   -2.41464924e-01  -4.41245975e-01  -7.37096124e-02  -5.18840556e-01
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 [ -1.78853752e-01   2.32082095e-02  -2.42737731e-01  -2.44609711e+00
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Progress: 87.8% ... Training loss: 0.091 ... Validation loss: 0.193[[-0.22266681]
 [ 0.39458719]
 [ 0.2240649 ]
 [ 3.05032889]
 [ 0.30074348]
 [ 0.20733439]
 [-1.2287955 ]
 [-0.80276316]
 [-0.73325919]
 [-1.00297798]
 [ 1.50748405]
 [ 3.34583289]
 [-3.82774274]]
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   -2.41209035e-01  -4.39639706e-01  -7.47734365e-02  -5.23497409e-01
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Progress: 87.8% ... Training loss: 0.076 ... Validation loss: 0.163[[-0.21489136]
 [ 0.40307198]
 [ 0.23120261]
 [ 3.06324318]
 [ 0.30824975]
 [ 0.21468853]
 [-1.21318839]
 [-0.79000993]
 [-0.71839806]
 [-0.99289613]
 [ 1.5180443 ]
 [ 3.35879866]
 [-3.82312993]]
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   -2.42415790e-01  -4.41643802e-01  -7.16985657e-02  -5.19381419e-01
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 [ -1.79122116e-01   2.41453318e-02  -2.42492588e-01  -2.44709202e+00
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Progress: 87.8% ... Training loss: 0.079 ... Validation loss: 0.172[[-0.21557948]
 [ 0.39842819]
 [ 0.22785033]
 [ 3.04444216]
 [ 0.30389536]
 [ 0.21368508]
 [-1.22841343]
 [-0.80976453]
 [-0.74105207]
 [-0.98705037]
 [ 1.50314346]
 [ 3.32904762]
 [-3.83634203]]
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   -2.39435002e-01  -4.40312620e-01  -7.85620772e-02  -5.32260369e-01
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Progress: 87.9% ... Training loss: 0.089 ... Validation loss: 0.167[[-0.20073215]
 [ 0.4148931 ]
 [ 0.24117189]
 [ 3.07049534]
 [ 0.32009264]
 [ 0.22930282]
 [-1.19578105]
 [-0.77981524]
 [-0.7064088 ]
 [-0.96598886]
 [ 1.52450512]
 [ 3.36591866]
 [-3.80546003]]
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   -7.97686045e-02  -1.68684832e-01  -1.47963873e-01   5.14435558e-02
   -2.40551784e-01  -4.41339252e-01  -7.66539597e-02  -5.26949137e-01
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 [ -1.79756870e-01   2.53292855e-02  -2.41990489e-01  -2.44656234e+00
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    2.04211789e-01  -5.84128252e-01  -1.41011744e+00  -3.04261951e-01
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Progress: 88.0% ... Training loss: 0.100 ... Validation loss: 0.200[[-0.21744631]
 [ 0.39602431]
 [ 0.22488626]
 [ 3.03188774]
 [ 0.30163235]
 [ 0.21317944]
 [-1.23280507]
 [-0.82262972]
 [-0.74846028]
 [-0.98826798]
 [ 1.49581465]
 [ 3.32351222]
 [-3.84138099]]
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   -2.37919116e-01  -4.40473819e-01  -8.02639386e-02  -5.36761942e-01
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Progress: 88.0% ... Training loss: 0.115 ... Validation loss: 0.169[[-0.20106793]
 [ 0.42043971]
 [ 0.24289284]
 [ 3.07261684]
 [ 0.32682209]
 [ 0.23176877]
 [-1.19109285]
 [-0.76934448]
 [-0.69792556]
 [-0.9673314 ]
 [ 1.53366506]
 [ 3.38701538]
 [-3.7975072 ]]
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   -2.41350797e-01  -4.43719303e-01  -7.30427887e-02  -5.23606849e-01
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Progress: 88.0% ... Training loss: 0.133 ... Validation loss: 0.240[[-0.22199532]
 [ 0.39528783]
 [ 0.22304517]
 [ 3.02911494]
 [ 0.30266221]
 [ 0.21171308]
 [-1.24725602]
 [-0.81907183]
 [-0.74839596]
 [-0.99481333]
 [ 1.49766258]
 [ 3.33400665]
 [-3.84457063]]
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   -2.38477025e-01  -4.41556189e-01  -7.75768350e-02  -5.40860479e-01
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 [ -1.79913749e-01   2.58104742e-02  -2.41913390e-01  -2.44662210e+00
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    2.03083096e-01  -5.84018511e-01  -1.40942126e+00  -2.94534784e-01
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Progress: 88.1% ... Training loss: 0.112 ... Validation loss: 0.169[[-0.21082418]
 [ 0.41413407]
 [ 0.23898553]
 [ 3.05673675]
 [ 0.32090645]
 [ 0.22746364]
 [-1.20866876]
 [-0.77281892]
 [-0.70364828]
 [-0.98236501]
 [ 1.5206197 ]
 [ 3.37858116]
 [-3.79557027]]
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   -2.41164785e-01  -4.43441614e-01  -7.37718174e-02  -5.30058575e-01
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Progress: 88.2% ... Training loss: 0.113 ... Validation loss: 0.205[[-0.21902217]
 [ 0.39210679]
 [ 0.2238407 ]
 [ 3.0379857 ]
 [ 0.3001739 ]
 [ 0.21463306]
 [-1.23203505]
 [-0.82465328]
 [-0.75416862]
 [-0.98687592]
 [ 1.49806999]
 [ 3.31239861]
 [-3.82097974]]
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   -2.36136922e-01  -4.41677320e-01  -8.26071581e-02  -5.45637014e-01
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Progress: 88.2% ... Training loss: 0.095 ... Validation loss: 0.166[[-0.20135694]
 [ 0.41386955]
 [ 0.24160866]
 [ 3.05861516]
 [ 0.31998443]
 [ 0.2310537 ]
 [-1.20423108]
 [-0.78321815]
 [-0.7096307 ]
 [-0.968805  ]
 [ 1.51727284]
 [ 3.3653735 ]
 [-3.80093146]]
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   -2.38750834e-01  -4.44077009e-01  -7.75208210e-02  -5.33250361e-01
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Progress: 88.2% ... Training loss: 0.097 ... Validation loss: 0.198[[-0.21399456]
 [ 0.39960537]
 [ 0.22899499]
 [ 3.04389868]
 [ 0.30476116]
 [ 0.21935923]
 [-1.22642147]
 [-0.8158036 ]
 [-0.73473715]
 [-0.98776553]
 [ 1.50146128]
 [ 3.33693853]
 [-3.82491685]]
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   -2.34741518e-01  -4.40357685e-01  -8.70073226e-02  -5.57191347e-01
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 [ -1.80040886e-01   2.45956656e-02  -2.42275809e-01  -2.44781284e+00
   -2.65291919e-01  -2.36268726e-01   1.37993946e-01  -3.86061718e-01
    2.03358694e-01  -5.84757259e-01  -1.40917066e+00  -2.92527360e-01
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Progress: 88.3% ... Training loss: 0.080 ... Validation loss: 0.159[[-0.21194849]
 [ 0.40463925]
 [ 0.23363952]
 [ 3.06072704]
 [ 0.31048957]
 [ 0.22194264]
 [-1.20189136]
 [-0.79526166]
 [-0.71112681]
 [-0.98676427]
 [ 1.51441299]
 [ 3.36790611]
 [-3.80807767]]
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   -2.39534788e-01  -4.42400914e-01  -7.60582206e-02  -5.34112109e-01
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Progress: 88.3% ... Training loss: 0.089 ... Validation loss: 0.173[[-0.21688606]
 [ 0.39296912]
 [ 0.22528561]
 [ 3.04861303]
 [ 0.30047588]
 [ 0.21520262]
 [-1.21075257]
 [-0.81870368]
 [-0.7298608 ]
 [-0.99583175]
 [ 1.50266148]
 [ 3.3437277 ]
 [-3.8270435 ]]
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Progress: 88.4% ... Training loss: 0.077 ... Validation loss: 0.156[[-0.2158192 ]
 [ 0.40144039]
 [ 0.23233241]
 [ 3.06212633]
 [ 0.30667367]
 [ 0.21961787]
 [-1.21103146]
 [-0.79632678]
 [-0.71844083]
 [-0.98849272]
 [ 1.51537378]
 [ 3.36348119]
 [-3.81914371]]
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   -2.39733632e-01  -4.42189032e-01  -7.46859283e-02  -5.31847535e-01
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Progress: 88.5% ... Training loss: 0.082 ... Validation loss: 0.168[[-0.22033961]
 [ 0.38994661]
 [ 0.22332021]
 [ 3.0416468 ]
 [ 0.2950995 ]
 [ 0.21314099]
 [-1.22019934]
 [-0.82596786]
 [-0.74295854]
 [-0.99374681]
 [ 1.49541231]
 [ 3.32169725]
 [-3.83505005]]
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   -2.35597836e-01  -4.41066836e-01  -8.25140495e-02  -5.45086265e-01
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Progress: 88.5% ... Training loss: 0.099 ... Validation loss: 0.164[[-0.20766027]
 [ 0.40536241]
 [ 0.23653349]
 [ 3.05923781]
 [ 0.30767262]
 [ 0.2249159 ]
 [-1.19917414]
 [-0.80200901]
 [-0.71605842]
 [-0.97644488]
 [ 1.51139809]
 [ 3.34581246]
 [-3.8151083 ]]
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   -2.34964862e-01  -4.41225123e-01  -8.31350165e-02  -5.50491969e-01
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Progress: 88.5% ... Training loss: 0.076 ... Validation loss: 0.171[[-0.22191785]
 [ 0.39602076]
 [ 0.22809671]
 [ 3.04524557]
 [ 0.300045  ]
 [ 0.21445986]
 [-1.22239328]
 [-0.80586453]
 [-0.72541204]
 [-0.9948285 ]
 [ 1.50108276]
 [ 3.33786582]
 [-3.825272  ]]
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   -2.36283679e-01  -4.41489606e-01  -8.00304398e-02  -5.43128930e-01
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Progress: 88.6% ... Training loss: 0.075 ... Validation loss: 0.159[[-0.21085108]
 [ 0.40369122]
 [ 0.23373882]
 [ 3.05330103]
 [ 0.30826486]
 [ 0.22440937]
 [-1.20938141]
 [-0.79730213]
 [-0.71531994]
 [-0.97722148]
 [ 1.50718597]
 [ 3.34409327]
 [-3.81587239]]
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Progress: 88.7% ... Training loss: 0.074 ... Validation loss: 0.164[[-0.21188108]
 [ 0.40167428]
 [ 0.2324176 ]
 [ 3.05025322]
 [ 0.30560813]
 [ 0.22396776]
 [-1.21073272]
 [-0.80349354]
 [-0.72154392]
 [-0.97667454]
 [ 1.50265153]
 [ 3.33469763]
 [-3.82179029]]
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Progress: 88.7% ... Training loss: 0.075 ... Validation loss: 0.162[[-0.21156341]
 [ 0.40507676]
 [ 0.23463361]
 [ 3.05064639]
 [ 0.30872877]
 [ 0.22696353]
 [-1.21519748]
 [-0.79050967]
 [-0.7165199 ]
 [-0.97676959]
 [ 1.50414065]
 [ 3.3496522 ]
 [-3.81709248]]
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   -2.37218256e-01  -4.42901397e-01  -7.64452746e-02  -5.29943965e-01
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Progress: 88.8% ... Training loss: 0.075 ... Validation loss: 0.169[[-0.21219105]
 [ 0.39956956]
 [ 0.22954276]
 [ 3.046287  ]
 [ 0.30386125]
 [ 0.22467896]
 [-1.22001494]
 [-0.81213214]
 [-0.72745897]
 [-0.98403189]
 [ 1.49791876]
 [ 3.32689628]
 [-3.82506567]]
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Progress: 88.8% ... Training loss: 0.080 ... Validation loss: 0.157[[-0.21004827]
 [ 0.40428024]
 [ 0.2337544 ]
 [ 3.05617439]
 [ 0.3084181 ]
 [ 0.2270961 ]
 [-1.20667819]
 [-0.80019219]
 [-0.71533843]
 [-0.97632676]
 [ 1.50791804]
 [ 3.3479841 ]
 [-3.81424031]]
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Progress: 88.8% ... Training loss: 0.076 ... Validation loss: 0.161[[-0.21517534]
 [ 0.40165831]
 [ 0.231568  ]
 [ 3.04464676]
 [ 0.30647162]
 [ 0.22464039]
 [-1.2157869 ]
 [-0.80296907]
 [-0.72885454]
 [-0.98222663]
 [ 1.50401332]
 [ 3.34723688]
 [-3.82392963]]
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   -2.39148158e-01  -4.44556788e-01  -7.12585952e-02  -5.22015517e-01
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Progress: 88.9% ... Training loss: 0.073 ... Validation loss: 0.161[[-0.21466083]
 [ 0.40057285]
 [ 0.23218644]
 [ 3.05414714]
 [ 0.30605389]
 [ 0.2250656 ]
 [-1.21042436]
 [-0.80406944]
 [-0.73440414]
 [-0.9748995 ]
 [ 1.51017392]
 [ 3.34246594]
 [-3.82506476]]
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Progress: 89.0% ... Training loss: 0.075 ... Validation loss: 0.170[[-0.21463504]
 [ 0.40084018]
 [ 0.23267573]
 [ 3.05242947]
 [ 0.30526103]
 [ 0.22423038]
 [-1.20816577]
 [-0.80120117]
 [-0.72934153]
 [-0.98010974]
 [ 1.508856  ]
 [ 3.35061284]
 [-3.82388217]]
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   -2.39573433e-01  -4.43341530e-01  -7.07415247e-02  -5.19621290e-01
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Progress: 89.0% ... Training loss: 0.073 ... Validation loss: 0.162[[-0.21764507]
 [ 0.39902623]
 [ 0.23011652]
 [ 3.04472526]
 [ 0.30349627]
 [ 0.22171275]
 [-1.22392469]
 [-0.80676725]
 [-0.73734051]
 [-0.98073923]
 [ 1.50235052]
 [ 3.34454562]
 [-3.82684708]]
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   -2.39901932e-01  -4.44358434e-01  -7.11437931e-02  -5.21206579e-01
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Progress: 89.0% ... Training loss: 0.076 ... Validation loss: 0.158[[-0.21242462]
 [ 0.40644447]
 [ 0.23495908]
 [ 3.06178994]
 [ 0.31111739]
 [ 0.22676677]
 [-1.20811389]
 [-0.79414264]
 [-0.72402892]
 [-0.97288926]
 [ 1.515496  ]
 [ 3.36099221]
 [-3.81253029]]
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   -2.41598401e-01  -4.43974007e-01  -6.80983075e-02  -5.15557400e-01
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Progress: 89.1% ... Training loss: 0.080 ... Validation loss: 0.176[[-0.21423795]
 [ 0.4007871 ]
 [ 0.22945477]
 [ 3.05228298]
 [ 0.30496318]
 [ 0.22226292]
 [-1.21649478]
 [-0.81650825]
 [-0.74049758]
 [-0.97212875]
 [ 1.50713346]
 [ 3.33570722]
 [-3.82540799]]
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Progress: 89.2% ... Training loss: 0.078 ... Validation loss: 0.162[[-0.20885708]
 [ 0.4092604 ]
 [ 0.23476873]
 [ 3.06991425]
 [ 0.31331374]
 [ 0.22857683]
 [-1.19902457]
 [-0.79815663]
 [-0.72031236]
 [-0.9673326 ]
 [ 1.52207833]
 [ 3.35730776]
 [-3.8117878 ]]
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Progress: 89.2% ... Training loss: 0.083 ... Validation loss: 0.182[[-0.22109499]
 [ 0.39748497]
 [ 0.22501379]
 [ 3.0423512 ]
 [ 0.30149493]
 [ 0.218528  ]
 [-1.23029948]
 [-0.82574684]
 [-0.75102234]
 [-0.97864713]
 [ 1.49969021]
 [ 3.32382311]
 [-3.83445653]]
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   -2.40920970e-01  -4.45927755e-01  -6.67582699e-02  -5.20782563e-01
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Progress: 89.2% ... Training loss: 0.098 ... Validation loss: 0.163[[-0.20792899]
 [ 0.41734891]
 [ 0.24121652]
 [ 3.06483129]
 [ 0.31909772]
 [ 0.23321718]
 [-1.20191713]
 [-0.77993011]
 [-0.70965913]
 [-0.95694331]
 [ 1.52022823]
 [ 3.37045869]
 [-3.79870545]]
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Progress: 89.3% ... Training loss: 0.107 ... Validation loss: 0.205[[-0.21875379]
 [ 0.39894173]
 [ 0.22552172]
 [ 3.03216255]
 [ 0.3022755 ]
 [ 0.2195333 ]
 [-1.22969311]
 [-0.81631299]
 [-0.7455035 ]
 [-0.97550982]
 [ 1.49030908]
 [ 3.32499345]
 [-3.83013974]]
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   -2.42506365e-01  -4.45739224e-01  -6.65015130e-02  -5.15505667e-01
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Progress: 89.3% ... Training loss: 0.101 ... Validation loss: 0.168[[-0.19995363]
 [ 0.42343145]
 [ 0.24204448]
 [ 3.06293769]
 [ 0.32481639]
 [ 0.23848813]
 [-1.18006288]
 [-0.77748197]
 [-0.69314079]
 [-0.95883173]
 [ 1.52059612]
 [ 3.37580088]
 [-3.79452322]]
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Progress: 89.4% ... Training loss: 0.112 ... Validation loss: 0.203[[-0.2082106 ]
 [ 0.4075588 ]
 [ 0.22740347]
 [ 3.03902325]
 [ 0.30884678]
 [ 0.22618473]
 [-1.21013074]
 [-0.8189416 ]
 [-0.7259963 ]
 [-0.98067397]
 [ 1.49939874]
 [ 3.34269847]
 [-3.82336124]]
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Progress: 89.5% ... Training loss: 0.083 ... Validation loss: 0.154[[-0.20826111]
 [ 0.41246207]
 [ 0.23269207]
 [ 3.04814976]
 [ 0.3134962 ]
 [ 0.22700125]
 [-1.20098683]
 [-0.79064288]
 [-0.71061617]
 [-0.97933426]
 [ 1.50622731]
 [ 3.3777018 ]
 [-3.81031674]]
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Progress: 89.5% ... Training loss: 0.082 ... Validation loss: 0.162[[-0.21133734]
 [ 0.41134199]
 [ 0.23141353]
 [ 3.04672168]
 [ 0.31196177]
 [ 0.22616386]
 [-1.211719  ]
 [-0.79357986]
 [-0.71933336]
 [-0.97843751]
 [ 1.5021775 ]
 [ 3.36534498]
 [-3.81797096]]
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Progress: 89.5% ... Training loss: 0.076 ... Validation loss: 0.158[[-0.20769333]
 [ 0.41542372]
 [ 0.23356246]
 [ 3.05338908]
 [ 0.31520506]
 [ 0.22836436]
 [-1.20881653]
 [-0.79406668]
 [-0.71360946]
 [-0.97421698]
 [ 1.5082174 ]
 [ 3.37078788]
 [-3.81860936]]
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Progress: 89.6% ... Training loss: 0.077 ... Validation loss: 0.157[[-0.21031669]
 [ 0.41309612]
 [ 0.23167726]
 [ 3.0510712 ]
 [ 0.31220184]
 [ 0.22627266]
 [-1.21926811]
 [-0.80210041]
 [-0.72313737]
 [-0.97598818]
 [ 1.50473129]
 [ 3.35988468]
 [-3.82147599]]
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Progress: 89.7% ... Training loss: 0.075 ... Validation loss: 0.154[[-0.20856493]
 [ 0.41722083]
 [ 0.23725178]
 [ 3.05546506]
 [ 0.31580322]
 [ 0.23126781]
 [-1.21511688]
 [-0.78859231]
 [-0.71755166]
 [-0.96620351]
 [ 1.50987811]
 [ 3.37583004]
 [-3.80899128]]
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Progress: 89.7% ... Training loss: 0.083 ... Validation loss: 0.167[[-0.21519074]
 [ 0.40528545]
 [ 0.22858853]
 [ 3.04647664]
 [ 0.30438634]
 [ 0.22400268]
 [-1.22509545]
 [-0.81399008]
 [-0.74482271]
 [-0.97641856]
 [ 1.49709133]
 [ 3.33172171]
 [-3.82652899]]
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Progress: 89.8% ... Training loss: 0.087 ... Validation loss: 0.163[[-0.20127205]
 [ 0.42419816]
 [ 0.24404894]
 [ 3.07403974]
 [ 0.321887  ]
 [ 0.23838545]
 [-1.19326633]
 [-0.78562697]
 [-0.70812876]
 [-0.95701568]
 [ 1.52402885]
 [ 3.37896176]
 [-3.7964034 ]]
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Progress: 89.8% ... Training loss: 0.106 ... Validation loss: 0.203[[-0.21779035]
 [ 0.40368057]
 [ 0.2253139 ]
 [ 3.04286046]
 [ 0.3009536 ]
 [ 0.22072272]
 [-1.22332217]
 [-0.82709569]
 [-0.74943454]
 [-0.98944963]
 [ 1.49436447]
 [ 3.3320494 ]
 [-3.82997059]]
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Progress: 89.8% ... Training loss: 0.102 ... Validation loss: 0.162[[-0.2018265 ]
 [ 0.42308812]
 [ 0.2421743 ]
 [ 3.0608492 ]
 [ 0.31857783]
 [ 0.23636721]
 [-1.19836963]
 [-0.79024764]
 [-0.71558088]
 [-0.96059882]
 [ 1.51418257]
 [ 3.37152467]
 [-3.8000702 ]]
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   -2.42031483e-01  -4.41738961e-01  -6.71548529e-02  -5.28200692e-01
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Progress: 89.9% ... Training loss: 0.088 ... Validation loss: 0.181[[-0.21668515]
 [ 0.40806033]
 [ 0.22975459]
 [ 3.04563065]
 [ 0.30443969]
 [ 0.22377901]
 [-1.22738589]
 [-0.8124719 ]
 [-0.7495387 ]
 [-0.97827259]
 [ 1.49911558]
 [ 3.3368831 ]
 [-3.82524124]]
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Progress: 90.0% ... Training loss: 0.088 ... Validation loss: 0.162[[-0.21116141]
 [ 0.41784971]
 [ 0.23791103]
 [ 3.06185824]
 [ 0.31537227]
 [ 0.23095126]
 [-1.21907229]
 [-0.7859875 ]
 [-0.73151634]
 [-0.96149087]
 [ 1.51354659]
 [ 3.36904865]
 [-3.80388501]]
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Progress: 90.0% ... Training loss: 0.082 ... Validation loss: 0.181[[-0.20957655]
 [ 0.41285069]
 [ 0.2343347 ]
 [ 3.05619244]
 [ 0.31186876]
 [ 0.22880489]
 [-1.2128696 ]
 [-0.80582451]
 [-0.73389395]
 [-0.97171893]
 [ 1.50474151]
 [ 3.34396766]
 [-3.8217045 ]]
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Progress: 90.0% ... Training loss: 0.077 ... Validation loss: 0.157[[-0.20097867]
 [ 0.42187318]
 [ 0.24193334]
 [ 3.07438169]
 [ 0.32003876]
 [ 0.2358225 ]
 [-1.1992046 ]
 [-0.79036729]
 [-0.72184068]
 [-0.95788435]
 [ 1.52024469]
 [ 3.36554748]
 [-3.81312755]]
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Progress: 90.1% ... Training loss: 0.080 ... Validation loss: 0.167[[-0.20639687]
 [ 0.41452125]
 [ 0.23497869]
 [ 3.0682045 ]
 [ 0.31207778]
 [ 0.22913871]
 [-1.20704988]
 [-0.81108654]
 [-0.73746713]
 [-0.97268684]
 [ 1.51187213]
 [ 3.34398009]
 [-3.82610818]]
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Progress: 90.2% ... Training loss: 0.076 ... Validation loss: 0.157[[-0.20259266]
 [ 0.41803861]
 [ 0.23809758]
 [ 3.06615904]
 [ 0.31565045]
 [ 0.2316708 ]
 [-1.21055349]
 [-0.80752353]
 [-0.73165654]
 [-0.97014725]
 [ 1.51276212]
 [ 3.36008724]
 [-3.82133458]]
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   -2.41115711e-01  -4.40437423e-01  -6.91241969e-02  -5.32954808e-01
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Progress: 90.2% ... Training loss: 0.074 ... Validation loss: 0.153[[-0.19649199]
 [ 0.42833806]
 [ 0.24533366]
 [ 3.07536378]
 [ 0.32270173]
 [ 0.23770758]
 [-1.20529744]
 [-0.78767749]
 [-0.71823149]
 [-0.95816954]
 [ 1.52246964]
 [ 3.37716796]
 [-3.81421417]]
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Progress: 90.2% ... Training loss: 0.082 ... Validation loss: 0.164[[-0.20125889]
 [ 0.42179776]
 [ 0.23853021]
 [ 3.06695294]
 [ 0.31647747]
 [ 0.23185137]
 [-1.21896236]
 [-0.80458324]
 [-0.72882187]
 [-0.97361354]
 [ 1.51478182]
 [ 3.36344995]
 [-3.8335795 ]]
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Progress: 90.3% ... Training loss: 0.076 ... Validation loss: 0.153[[-0.19789384]
 [ 0.42645796]
 [ 0.24354781]
 [ 3.07714919]
 [ 0.32191675]
 [ 0.23727211]
 [-1.20387734]
 [-0.79432337]
 [-0.72221843]
 [-0.96645588]
 [ 1.52409588]
 [ 3.38228673]
 [-3.81879301]]
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Progress: 90.3% ... Training loss: 0.076 ... Validation loss: 0.164[[-0.20363525]
 [ 0.41724893]
 [ 0.23642376]
 [ 3.07123978]
 [ 0.31201328]
 [ 0.23150008]
 [-1.21405643]
 [-0.8128334 ]
 [-0.73041438]
 [-0.98356453]
 [ 1.51500771]
 [ 3.36036888]
 [-3.82755562]]
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Progress: 90.4% ... Training loss: 0.075 ... Validation loss: 0.154[[-0.20389232]
 [ 0.4173603 ]
 [ 0.23706742]
 [ 3.06983445]
 [ 0.3114782 ]
 [ 0.23183642]
 [-1.21784492]
 [-0.81414497]
 [-0.73133668]
 [-0.9796218 ]
 [ 1.51281203]
 [ 3.35682688]
 [-3.82535833]]
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Progress: 90.5% ... Training loss: 0.077 ... Validation loss: 0.155[[-0.19554096]
 [ 0.42889919]
 [ 0.24701712]
 [ 3.08318795]
 [ 0.3231155 ]
 [ 0.24168818]
 [-1.20055054]
 [-0.78767544]
 [-0.71323622]
 [-0.96182123]
 [ 1.52369222]
 [ 3.37804502]
 [-3.81308815]]
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Progress: 90.5% ... Training loss: 0.079 ... Validation loss: 0.166[[-0.20417459]
 [ 0.41866246]
 [ 0.23755458]
 [ 3.06847166]
 [ 0.31327112]
 [ 0.23326927]
 [-1.2133265 ]
 [-0.80989848]
 [-0.72792836]
 [-0.97946723]
 [ 1.50957239]
 [ 3.35696472]
 [-3.83041685]]
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Progress: 90.5% ... Training loss: 0.080 ... Validation loss: 0.155[[-0.19577332]
 [ 0.4300123 ]
 [ 0.24765556]
 [ 3.08320603]
 [ 0.32318218]
 [ 0.24224558]
 [-1.19895747]
 [-0.7914911 ]
 [-0.71361087]
 [-0.96289741]
 [ 1.52362191]
 [ 3.37953255]
 [-3.81793131]]
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Progress: 90.6% ... Training loss: 0.078 ... Validation loss: 0.170[[-0.2001571 ]
 [ 0.42802983]
 [ 0.24514414]
 [ 3.07469707]
 [ 0.32103668]
 [ 0.23897426]
 [-1.21141331]
 [-0.79161958]
 [-0.71261975]
 [-0.97608279]
 [ 1.51950189]
 [ 3.39026946]
 [-3.82187431]]
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Progress: 90.7% ... Training loss: 0.078 ... Validation loss: 0.156[[-0.2087062 ]
 [ 0.41631131]
 [ 0.23627161]
 [ 3.05533146]
 [ 0.31008438]
 [ 0.23085369]
 [-1.22871402]
 [-0.81844422]
 [-0.74152393]
 [-0.98466807]
 [ 1.50453532]
 [ 3.36214261]
 [-3.8308882 ]]
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Progress: 90.7% ... Training loss: 0.088 ... Validation loss: 0.156[[-0.20209866]
 [ 0.42720262]
 [ 0.24508091]
 [ 3.06932797]
 [ 0.32009912]
 [ 0.24032008]
 [-1.20380364]
 [-0.79376317]
 [-0.72158336]
 [-0.97426175]
 [ 1.5187362 ]
 [ 3.38887353]
 [-3.80699586]]
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Progress: 90.8% ... Training loss: 0.079 ... Validation loss: 0.172[[-0.219357  ]
 [ 0.41236375]
 [ 0.23141978]
 [ 3.05493358]
 [ 0.3047173 ]
 [ 0.22455903]
 [-1.23116636]
 [-0.82235701]
 [-0.74580497]
 [-1.00835137]
 [ 1.50423461]
 [ 3.35983002]
 [-3.82794623]]
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Progress: 90.8% ... Training loss: 0.082 ... Validation loss: 0.155[[-0.20728387]
 [ 0.42670542]
 [ 0.24391424]
 [ 3.07807919]
 [ 0.31965141]
 [ 0.23780138]
 [-1.20514548]
 [-0.79520052]
 [-0.72180028]
 [-0.98567377]
 [ 1.5232738 ]
 [ 3.38805044]
 [-3.80563271]]
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Progress: 90.8% ... Training loss: 0.085 ... Validation loss: 0.166[[-0.21561836]
 [ 0.41842614]
 [ 0.23621945]
 [ 3.06442686]
 [ 0.31021355]
 [ 0.22968982]
 [-1.22248541]
 [-0.81614827]
 [-0.73884145]
 [-1.00594739]
 [ 1.51204474]
 [ 3.37227889]
 [-3.82025745]]
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Progress: 90.9% ... Training loss: 0.075 ... Validation loss: 0.151[[-0.21415796]
 [ 0.42343722]
 [ 0.23946125]
 [ 3.07382036]
 [ 0.31595034]
 [ 0.23261292]
 [-1.21421086]
 [-0.79807083]
 [-0.72756658]
 [-1.00107439]
 [ 1.52131418]
 [ 3.39655716]
 [-3.81602972]]
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Progress: 91.0% ... Training loss: 0.082 ... Validation loss: 0.161[[-0.21841338]
 [ 0.41758669]
 [ 0.23538877]
 [ 3.05833219]
 [ 0.30617261]
 [ 0.22598552]
 [-1.23564562]
 [-0.81596815]
 [-0.74810163]
 [-1.00174431]
 [ 1.50726948]
 [ 3.37908075]
 [-3.83120974]]
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Progress: 91.0% ... Training loss: 0.078 ... Validation loss: 0.159[[-0.20860831]
 [ 0.42863191]
 [ 0.24463819]
 [ 3.08007972]
 [ 0.31727362]
 [ 0.23344935]
 [-1.20968453]
 [-0.79762244]
 [-0.72594878]
 [-0.98957486]
 [ 1.52383881]
 [ 3.40808765]
 [-3.81459661]]
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Progress: 91.0% ... Training loss: 0.088 ... Validation loss: 0.159[[-0.21342221]
 [ 0.41867473]
 [ 0.23681676]
 [ 3.07317571]
 [ 0.30882098]
 [ 0.22881485]
 [-1.21587478]
 [-0.81816174]
 [-0.73983365]
 [-1.0012966 ]
 [ 1.51467521]
 [ 3.38929112]
 [-3.82536529]]
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Progress: 91.1% ... Training loss: 0.074 ... Validation loss: 0.152[[-0.21975791]
 [ 0.41590002]
 [ 0.23592531]
 [ 3.07696814]
 [ 0.30638722]
 [ 0.22422963]
 [-1.22789122]
 [-0.81426792]
 [-0.73669201]
 [-1.00833652]
 [ 1.51702895]
 [ 3.38973363]
 [-3.82591199]]
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Progress: 91.2% ... Training loss: 0.076 ... Validation loss: 0.154[[-0.22250247]
 [ 0.41126675]
 [ 0.23292342]
 [ 3.06591123]
 [ 0.30173307]
 [ 0.22121424]
 [-1.23175014]
 [-0.82267178]
 [-0.74922703]
 [-1.00985095]
 [ 1.50723207]
 [ 3.37339929]
 [-3.8356134 ]]
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Progress: 91.2% ... Training loss: 0.078 ... Validation loss: 0.160[[-0.21251239]
 [ 0.42029431]
 [ 0.24069228]
 [ 3.08246782]
 [ 0.31075043]
 [ 0.23049911]
 [-1.21161794]
 [-0.80343267]
 [-0.72793648]
 [-0.99280973]
 [ 1.52081903]
 [ 3.38611136]
 [-3.82140236]]
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Progress: 91.2% ... Training loss: 0.080 ... Validation loss: 0.160[[-0.21536576]
 [ 0.41705458]
 [ 0.23641429]
 [ 3.07309258]
 [ 0.3079475 ]
 [ 0.22821398]
 [-1.21647334]
 [-0.81278783]
 [-0.73139057]
 [-1.0031292 ]
 [ 1.51359001]
 [ 3.38175284]
 [-3.83148453]]
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Progress: 91.3% ... Training loss: 0.074 ... Validation loss: 0.153[[-0.2137246 ]
 [ 0.41874601]
 [ 0.23840439]
 [ 3.0774248 ]
 [ 0.30902237]
 [ 0.23025293]
 [-1.21351754]
 [-0.80950511]
 [-0.72934486]
 [-0.99517566]
 [ 1.51496943]
 [ 3.38226829]
 [-3.82790522]]
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Progress: 91.3% ... Training loss: 0.074 ... Validation loss: 0.153[[-0.21494861]
 [ 0.41925221]
 [ 0.23726939]
 [ 3.08156376]
 [ 0.30925852]
 [ 0.22886603]
 [-1.21930323]
 [-0.81269179]
 [-0.73231931]
 [-1.00000477]
 [ 1.51668155]
 [ 3.38568525]
 [-3.82955913]]
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Progress: 91.4% ... Training loss: 0.074 ... Validation loss: 0.152[[-0.21598012]
 [ 0.41873218]
 [ 0.23785597]
 [ 3.07888324]
 [ 0.30752787]
 [ 0.22892548]
 [-1.22746959]
 [-0.81630332]
 [-0.74891253]
 [-0.99525317]
 [ 1.5126477 ]
 [ 3.37766467]
 [-3.83266286]]
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Progress: 91.5% ... Training loss: 0.076 ... Validation loss: 0.157[[-0.20873474]
 [ 0.42454602]
 [ 0.24656249]
 [ 3.0859389 ]
 [ 0.31339217]
 [ 0.23684247]
 [-1.21975169]
 [-0.80217991]
 [-0.74316037]
 [-0.97578435]
 [ 1.51912121]
 [ 3.39425849]
 [-3.82170738]]
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Progress: 91.5% ... Training loss: 0.078 ... Validation loss: 0.175[[-0.21622927]
 [ 0.41758878]
 [ 0.23987138]
 [ 3.08350646]
 [ 0.30832717]
 [ 0.23072119]
 [-1.22050985]
 [-0.81872506]
 [-0.7474367 ]
 [-0.99681064]
 [ 1.51703845]
 [ 3.3830027 ]
 [-3.83033588]]
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Progress: 91.5% ... Training loss: 0.073 ... Validation loss: 0.159[[-0.22193515]
 [ 0.40968873]
 [ 0.23577222]
 [ 3.08429063]
 [ 0.30142254]
 [ 0.22517436]
 [-1.22513349]
 [-0.82600379]
 [-0.75555553]
 [-1.00031136]
 [ 1.51565754]
 [ 3.37790851]
 [-3.83026129]]
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Progress: 91.6% ... Training loss: 0.074 ... Validation loss: 0.159[[-0.21777696]
 [ 0.41190145]
 [ 0.23713602]
 [ 3.08010941]
 [ 0.3021632 ]
 [ 0.22936702]
 [-1.22030383]
 [-0.82847948]
 [-0.75710125]
 [-0.99432012]
 [ 1.5127785 ]
 [ 3.37391305]
 [-3.8261468 ]]
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Progress: 91.7% ... Training loss: 0.074 ... Validation loss: 0.159[[-0.20856882]
 [ 0.41626009]
 [ 0.2401872 ]
 [ 3.08345964]
 [ 0.30506877]
 [ 0.23652649]
 [-1.2196106 ]
 [-0.83397544]
 [-0.75780722]
 [-0.9873215 ]
 [ 1.51272629]
 [ 3.36326262]
 [-3.82568456]]
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Progress: 91.7% ... Training loss: 0.077 ... Validation loss: 0.158[[-0.20734811]
 [ 0.4209126 ]
 [ 0.24447649]
 [ 3.1000001 ]
 [ 0.3102149 ]
 [ 0.23868255]
 [-1.20674766]
 [-0.81557532]
 [-0.74476272]
 [-0.98059386]
 [ 1.52690681]
 [ 3.38840277]
 [-3.820894  ]]
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Progress: 91.8% ... Training loss: 0.078 ... Validation loss: 0.168[[-0.22164399]
 [ 0.40599011]
 [ 0.23303824]
 [ 3.08911604]
 [ 0.29697238]
 [ 0.22523302]
 [-1.23232379]
 [-0.84069843]
 [-0.7734275 ]
 [-1.00161562]
 [ 1.5131597 ]
 [ 3.36889714]
 [-3.83035272]]
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Progress: 91.8% ... Training loss: 0.078 ... Validation loss: 0.158[[-0.2188234 ]
 [ 0.41159366]
 [ 0.23835511]
 [ 3.09883261]
 [ 0.30353472]
 [ 0.23068383]
 [-1.22354202]
 [-0.82498486]
 [-0.75633697]
 [-0.99166984]
 [ 1.52187103]
 [ 3.38453712]
 [-3.81246283]]
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Progress: 91.8% ... Training loss: 0.076 ... Validation loss: 0.165[[-0.22591039]
 [ 0.40995112]
 [ 0.23507734]
 [ 3.09835025]
 [ 0.30050607]
 [ 0.22807688]
 [-1.23280377]
 [-0.82790296]
 [-0.7563297 ]
 [-1.0004902 ]
 [ 1.51859208]
 [ 3.38977446]
 [-3.82085744]]
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Progress: 91.9% ... Training loss: 0.073 ... Validation loss: 0.160[[-0.21974298]
 [ 0.41389256]
 [ 0.2389874 ]
 [ 3.09932068]
 [ 0.30391906]
 [ 0.23261539]
 [-1.22967025]
 [-0.82404528]
 [-0.75209948]
 [-0.99024186]
 [ 1.5205411 ]
 [ 3.39890162]
 [-3.82078666]]
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Progress: 92.0% ... Training loss: 0.075 ... Validation loss: 0.164[[-0.22090505]
 [ 0.41299309]
 [ 0.23805529]
 [ 3.0890373 ]
 [ 0.30276701]
 [ 0.23261278]
 [-1.22805987]
 [-0.83139267]
 [-0.76131726]
 [-0.9890709 ]
 [ 1.51308077]
 [ 3.388557  ]
 [-3.82414792]]
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Progress: 92.0% ... Training loss: 0.073 ... Validation loss: 0.161[[-0.22346153]
 [ 0.41099908]
 [ 0.23659035]
 [ 3.09272312]
 [ 0.30012589]
 [ 0.22999581]
 [-1.23193544]
 [-0.83600863]
 [-0.76315674]
 [-1.00007249]
 [ 1.51502607]
 [ 3.38273093]
 [-3.82011791]]
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Progress: 92.0% ... Training loss: 0.073 ... Validation loss: 0.154[[-0.22288893]
 [ 0.41014721]
 [ 0.23713749]
 [ 3.09029651]
 [ 0.30049047]
 [ 0.23053303]
 [-1.23771668]
 [-0.83622079]
 [-0.7687328 ]
 [-0.99362262]
 [ 1.51369821]
 [ 3.37881608]
 [-3.81719355]]
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Progress: 92.1% ... Training loss: 0.073 ... Validation loss: 0.156[[-0.21870305]
 [ 0.41647621]
 [ 0.24150777]
 [ 3.09517214]
 [ 0.30683118]
 [ 0.23689017]
 [-1.22743347]
 [-0.83030614]
 [-0.75589636]
 [-0.99381576]
 [ 1.51818446]
 [ 3.37991939]
 [-3.81437997]]
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Progress: 92.2% ... Training loss: 0.073 ... Validation loss: 0.154[[-0.22285876]
 [ 0.4131017 ]
 [ 0.23865298]
 [ 3.0901535 ]
 [ 0.30495929]
 [ 0.23369931]
 [-1.2332493 ]
 [-0.8360285 ]
 [-0.76797001]
 [-0.99642336]
 [ 1.51563454]
 [ 3.38632136]
 [-3.81571988]]
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Progress: 92.2% ... Training loss: 0.073 ... Validation loss: 0.156[[-0.2155244 ]
 [ 0.42196192]
 [ 0.24605878]
 [ 3.0961577 ]
 [ 0.31380381]
 [ 0.24267326]
 [-1.22096881]
 [-0.82149922]
 [-0.75820138]
 [-0.9844715 ]
 [ 1.52257017]
 [ 3.40614042]
 [-3.81137752]]
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Progress: 92.2% ... Training loss: 0.077 ... Validation loss: 0.168[[-0.21990903]
 [ 0.41643087]
 [ 0.24106396]
 [ 3.09539139]
 [ 0.30762876]
 [ 0.23723515]
 [-1.22649115]
 [-0.82924969]
 [-0.7719795 ]
 [-0.98924208]
 [ 1.51969427]
 [ 3.39449397]
 [-3.82818122]]
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Progress: 92.3% ... Training loss: 0.073 ... Validation loss: 0.161[[-0.22209067]
 [ 0.41461362]
 [ 0.24011654]
 [ 3.08585988]
 [ 0.30407804]
 [ 0.23531907]
 [-1.22936023]
 [-0.83503438]
 [-0.77405895]
 [-0.99096456]
 [ 1.51042301]
 [ 3.37961811]
 [-3.83089568]]
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Progress: 92.3% ... Training loss: 0.080 ... Validation loss: 0.157[[-0.21553178]
 [ 0.42518609]
 [ 0.24971072]
 [ 3.10938873]
 [ 0.31407774]
 [ 0.24436232]
 [-1.20253386]
 [-0.81141055]
 [-0.75643779]
 [-0.97541457]
 [ 1.52884307]
 [ 3.39783944]
 [-3.81757718]]
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Progress: 92.4% ... Training loss: 0.079 ... Validation loss: 0.181[[-0.22614657]
 [ 0.417273  ]
 [ 0.2409789 ]
 [ 3.09261931]
 [ 0.306056  ]
 [ 0.23465064]
 [-1.22323614]
 [-0.82167583]
 [-0.76592252]
 [-0.99932925]
 [ 1.51657924]
 [ 3.3971153 ]
 [-3.83019406]]
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Progress: 92.5% ... Training loss: 0.073 ... Validation loss: 0.159[[-0.22657095]
 [ 0.41505411]
 [ 0.24010576]
 [ 3.08674542]
 [ 0.30339992]
 [ 0.23432804]
 [-1.22957959]
 [-0.82770933]
 [-0.77128128]
 [-0.99539599]
 [ 1.51064813]
 [ 3.38313654]
 [-3.82839206]]
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Progress: 92.5% ... Training loss: 0.074 ... Validation loss: 0.159[[-0.21585716]
 [ 0.42066956]
 [ 0.24614715]
 [ 3.09749215]
 [ 0.30853158]
 [ 0.24322856]
 [-1.21522316]
 [-0.83504785]
 [-0.77539872]
 [-0.97992507]
 [ 1.51549235]
 [ 3.37112795]
 [-3.82593328]]
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Progress: 92.5% ... Training loss: 0.077 ... Validation loss: 0.159[[-0.21011301]
 [ 0.42939845]
 [ 0.25121342]
 [ 3.10723483]
 [ 0.31577081]
 [ 0.24789087]
 [-1.20857489]
 [-0.82409201]
 [-0.7623685 ]
 [-0.9759518 ]
 [ 1.52364553]
 [ 3.38885475]
 [-3.82176267]]
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Progress: 92.6% ... Training loss: 0.073 ... Validation loss: 0.157[[-0.21243806]
 [ 0.43010078]
 [ 0.24979953]
 [ 3.10482292]
 [ 0.31805357]
 [ 0.24696913]
 [-1.21109352]
 [-0.82125158]
 [-0.76208419]
 [-0.98309443]
 [ 1.52033831]
 [ 3.40141979]
 [-3.82292106]]
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Progress: 92.7% ... Training loss: 0.072 ... Validation loss: 0.157[[-0.21575977]
 [ 0.42395052]
 [ 0.24632768]
 [ 3.10001644]
 [ 0.31269179]
 [ 0.24354959]
 [-1.21425321]
 [-0.83115768]
 [-0.77477403]
 [-0.98789115]
 [ 1.51415382]
 [ 3.38297225]
 [-3.83586152]]
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Progress: 92.7% ... Training loss: 0.080 ... Validation loss: 0.157[[-0.20495039]
 [ 0.4340009 ]
 [ 0.25513822]
 [ 3.11417546]
 [ 0.32284797]
 [ 0.253008  ]
 [-1.19473835]
 [-0.81238203]
 [-0.75806697]
 [-0.97252432]
 [ 1.52649871]
 [ 3.40148451]
 [-3.82119514]]
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Progress: 92.8% ... Training loss: 0.075 ... Validation loss: 0.166[[-0.21005843]
 [ 0.42557473]
 [ 0.24913619]
 [ 3.10938409]
 [ 0.31476614]
 [ 0.24722825]
 [-1.20318258]
 [-0.82541075]
 [-0.77235903]
 [-0.98212734]
 [ 1.51856853]
 [ 3.38109646]
 [-3.83733376]]
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Progress: 92.8% ... Training loss: 0.080 ... Validation loss: 0.160[[-0.20952488]
 [ 0.42701895]
 [ 0.25114009]
 [ 3.11947305]
 [ 0.31658985]
 [ 0.24854295]
 [-1.20752885]
 [-0.81360613]
 [-0.76459145]
 [-0.97828263]
 [ 1.52560407]
 [ 3.39252159]
 [-3.83130832]]
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Progress: 92.8% ... Training loss: 0.072 ... Validation loss: 0.164[[-0.21322465]
 [ 0.42399874]
 [ 0.24868961]
 [ 3.11825995]
 [ 0.3138765 ]
 [ 0.24656472]
 [-1.21809913]
 [-0.82157663]
 [-0.77350396]
 [-0.98310379]
 [ 1.52015758]
 [ 3.38490658]
 [-3.83066621]]
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Progress: 92.9% ... Training loss: 0.073 ... Validation loss: 0.160[[-0.21670954]
 [ 0.42229971]
 [ 0.24917275]
 [ 3.12301399]
 [ 0.31371106]
 [ 0.24617886]
 [-1.21587709]
 [-0.81479776]
 [-0.76826095]
 [-0.98845213]
 [ 1.52320853]
 [ 3.39089858]
 [-3.82841108]]
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Progress: 93.0% ... Training loss: 0.072 ... Validation loss: 0.161[[-0.21314706]
 [ 0.42451974]
 [ 0.25140568]
 [ 3.11800786]
 [ 0.31700896]
 [ 0.24884497]
 [-1.21719017]
 [-0.81852951]
 [-0.76803855]
 [-0.98393788]
 [ 1.52171611]
 [ 3.40273324]
 [-3.82740704]]
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Progress: 93.0% ... Training loss: 0.073 ... Validation loss: 0.162[[-0.22017262]
 [ 0.4214996 ]
 [ 0.24664595]
 [ 3.1108059 ]
 [ 0.31285464]
 [ 0.24502376]
 [-1.2234002 ]
 [-0.82652278]
 [-0.7684072 ]
 [-1.00247166]
 [ 1.51148983]
 [ 3.3916799 ]
 [-3.83088078]]
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Progress: 93.0% ... Training loss: 0.074 ... Validation loss: 0.151[[-0.21749018]
 [ 0.42371853]
 [ 0.25136777]
 [ 3.10605406]
 [ 0.31274494]
 [ 0.24665084]
 [-1.22697131]
 [-0.81485375]
 [-0.77003128]
 [-0.98162623]
 [ 1.50949265]
 [ 3.40595675]
 [-3.82594622]]
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Progress: 93.1% ... Training loss: 0.076 ... Validation loss: 0.165[[-0.21508963]
 [ 0.42541858]
 [ 0.25061855]
 [ 3.10537697]
 [ 0.3161862 ]
 [ 0.25054487]
 [-1.21826839]
 [-0.82075326]
 [-0.76601811]
 [-0.98447375]
 [ 1.50669407]
 [ 3.39477973]
 [-3.83016985]]
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Progress: 93.2% ... Training loss: 0.074 ... Validation loss: 0.153[[-0.215981  ]
 [ 0.42742346]
 [ 0.25176587]
 [ 3.10810142]
 [ 0.31615396]
 [ 0.24900842]
 [-1.22299648]
 [-0.8257928 ]
 [-0.75979814]
 [-0.99071252]
 [ 1.50809522]
 [ 3.40151998]
 [-3.82857394]]
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Progress: 93.2% ... Training loss: 0.073 ... Validation loss: 0.150[[-0.21844622]
 [ 0.42260987]
 [ 0.24902216]
 [ 3.09552956]
 [ 0.31070617]
 [ 0.24482437]
 [-1.23134361]
 [-0.83397349]
 [-0.77280438]
 [-0.98985038]
 [ 1.49895668]
 [ 3.3909932 ]
 [-3.83472044]]
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Progress: 93.2% ... Training loss: 0.080 ... Validation loss: 0.159[[-0.20663175]
 [ 0.433323  ]
 [ 0.25753878]
 [ 3.113248  ]
 [ 0.32308204]
 [ 0.25682199]
 [-1.20104931]
 [-0.81858413]
 [-0.75367167]
 [-0.97421495]
 [ 1.51224788]
 [ 3.40878201]
 [-3.81828648]]
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Progress: 93.3% ... Training loss: 0.073 ... Validation loss: 0.166[[-0.21005429]
 [ 0.43171455]
 [ 0.25522162]
 [ 3.10219915]
 [ 0.32188879]
 [ 0.25550349]
 [-1.21242929]
 [-0.81957418]
 [-0.75848105]
 [-0.98643192]
 [ 1.50320342]
 [ 3.40480042]
 [-3.83252596]]
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Progress: 93.3% ... Training loss: 0.074 ... Validation loss: 0.155[[-0.21395257]
 [ 0.42826728]
 [ 0.25455067]
 [ 3.10157703]
 [ 0.31918001]
 [ 0.25191954]
 [-1.21852772]
 [-0.82806754]
 [-0.76572273]
 [-0.98960517]
 [ 1.50161016]
 [ 3.40244537]
 [-3.82422434]]
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Progress: 93.4% ... Training loss: 0.073 ... Validation loss: 0.153[[-0.20916087]
 [ 0.43528573]
 [ 0.25845605]
 [ 3.10903493]
 [ 0.32430348]
 [ 0.25704444]
 [-1.20573758]
 [-0.81897309]
 [-0.75556162]
 [-0.98412239]
 [ 1.50900346]
 [ 3.41657441]
 [-3.82499809]]
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Progress: 93.5% ... Training loss: 0.072 ... Validation loss: 0.159[[-0.20475538]
 [ 0.44216948]
 [ 0.26081704]
 [ 3.1107178 ]
 [ 0.3286883 ]
 [ 0.26200959]
 [-1.20299673]
 [-0.82214469]
 [-0.74724995]
 [-0.99256795]
 [ 1.50946245]
 [ 3.41471591]
 [-3.82833475]]
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Progress: 93.5% ... Training loss: 0.072 ... Validation loss: 0.152[[-0.20723401]
 [ 0.43677171]
 [ 0.25487009]
 [ 3.10752241]
 [ 0.32383652]
 [ 0.25921373]
 [-1.20398552]
 [-0.83444657]
 [-0.75542712]
 [-0.99536905]
 [ 1.50589279]
 [ 3.40312259]
 [-3.83031193]]
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Progress: 93.5% ... Training loss: 0.079 ... Validation loss: 0.152[[-0.20869905]
 [ 0.44011827]
 [ 0.25924048]
 [ 3.11124572]
 [ 0.32838405]
 [ 0.26076871]
 [-1.20806345]
 [-0.81234495]
 [-0.74970376]
 [-0.97800029]
 [ 1.51190293]
 [ 3.42103259]
 [-3.82353823]]
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Progress: 93.6% ... Training loss: 0.073 ... Validation loss: 0.164[[-0.21248316]
 [ 0.43287034]
 [ 0.25243546]
 [ 3.10511998]
 [ 0.32184527]
 [ 0.25576532]
 [-1.21429643]
 [-0.83051445]
 [-0.75950468]
 [-0.99639695]
 [ 1.50404815]
 [ 3.40261654]
 [-3.83343447]]
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Progress: 93.7% ... Training loss: 0.078 ... Validation loss: 0.149[[-0.20315827]
 [ 0.44187891]
 [ 0.26104117]
 [ 3.11308335]
 [ 0.33084521]
 [ 0.26419477]
 [-1.20328522]
 [-0.81710908]
 [-0.75496888]
 [-0.97662778]
 [ 1.51257489]
 [ 3.41462116]
 [-3.82041878]]
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Progress: 93.7% ... Training loss: 0.072 ... Validation loss: 0.159[[-0.21096817]
 [ 0.43878529]
 [ 0.25645833]
 [ 3.10818865]
 [ 0.32592515]
 [ 0.25719537]
 [-1.21837343]
 [-0.81993906]
 [-0.76653399]
 [-0.98306894]
 [ 1.50912079]
 [ 3.40522783]
 [-3.82479545]]
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Progress: 93.8% ... Training loss: 0.072 ... Validation loss: 0.155[[-0.20661072]
 [ 0.44468022]
 [ 0.26194556]
 [ 3.11990924]
 [ 0.33189801]
 [ 0.26150036]
 [-1.2144947 ]
 [-0.81060869]
 [-0.7609942 ]
 [-0.98144249]
 [ 1.51980177]
 [ 3.41857863]
 [-3.81195499]]
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Progress: 93.8% ... Training loss: 0.078 ... Validation loss: 0.162[[-0.21936774]
 [ 0.43193143]
 [ 0.25076993]
 [ 3.1060754 ]
 [ 0.32028171]
 [ 0.25000127]
 [-1.23858958]
 [-0.83004986]
 [-0.78291393]
 [-1.00744708]
 [ 1.5061951 ]
 [ 3.39318892]
 [-3.82488076]]
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Progress: 93.8% ... Training loss: 0.079 ... Validation loss: 0.154[[-0.21331432]
 [ 0.44205021]
 [ 0.25926599]
 [ 3.12541051]
 [ 0.33142498]
 [ 0.25773312]
 [-1.21661912]
 [-0.80594509]
 [-0.76034166]
 [-0.99687819]
 [ 1.52342306]
 [ 3.40923287]
 [-3.80703707]]
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Progress: 93.9% ... Training loss: 0.082 ... Validation loss: 0.153[[-0.22340227]
 [ 0.43213375]
 [ 0.25160281]
 [ 3.10967662]
 [ 0.32318535]
 [ 0.2498858 ]
 [-1.23627819]
 [-0.82323017]
 [-0.77952273]
 [-1.0056213 ]
 [ 1.51183142]
 [ 3.39606779]
 [-3.8255612 ]]
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Progress: 94.0% ... Training loss: 0.076 ... Validation loss: 0.155[[-0.22359466]
 [ 0.43259934]
 [ 0.25315506]
 [ 3.10989195]
 [ 0.3243765 ]
 [ 0.2499688 ]
 [-1.22323951]
 [-0.81533825]
 [-0.77648392]
 [-1.00391975]
 [ 1.51202197]
 [ 3.40184902]
 [-3.81634753]]
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Progress: 94.0% ... Training loss: 0.072 ... Validation loss: 0.152[[-0.21945992]
 [ 0.43733908]
 [ 0.25663686]
 [ 3.11486952]
 [ 0.32897394]
 [ 0.25487084]
 [-1.2131948 ]
 [-0.80325551]
 [-0.76979995]
 [-0.99456149]
 [ 1.51651455]
 [ 3.40879485]
 [-3.81489099]]
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Progress: 94.0% ... Training loss: 0.073 ... Validation loss: 0.160[[-0.22286179]
 [ 0.43436948]
 [ 0.25359367]
 [ 3.12134151]
 [ 0.32652276]
 [ 0.25199867]
 [-1.2164205 ]
 [-0.80774982]
 [-0.77159782]
 [-1.00168764]
 [ 1.5168587 ]
 [ 3.40412648]
 [-3.8177262 ]]
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Progress: 94.1% ... Training loss: 0.073 ... Validation loss: 0.157[[-0.22130751]
 [ 0.43790989]
 [ 0.2562376 ]
 [ 3.12270085]
 [ 0.32865077]
 [ 0.25446693]
 [-1.22354948]
 [-0.80844631]
 [-0.773183  ]
 [-0.99448188]
 [ 1.51802033]
 [ 3.40076712]
 [-3.81660661]]
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Progress: 94.2% ... Training loss: 0.072 ... Validation loss: 0.156[[-0.22786118]
 [ 0.43336364]
 [ 0.2519479 ]
 [ 3.12304839]
 [ 0.32571269]
 [ 0.24987368]
 [-1.22833479]
 [-0.812566  ]
 [-0.78228532]
 [-0.99816531]
 [ 1.51751812]
 [ 3.40221392]
 [-3.82339029]]
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Progress: 94.2% ... Training loss: 0.072 ... Validation loss: 0.158[[-0.22901694]
 [ 0.43220079]
 [ 0.25108278]
 [ 3.12327396]
 [ 0.32380956]
 [ 0.24839559]
 [-1.2291041 ]
 [-0.81398232]
 [-0.78347187]
 [-0.99974991]
 [ 1.51554884]
 [ 3.39692238]
 [-3.8363402 ]]
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Progress: 94.2% ... Training loss: 0.074 ... Validation loss: 0.157[[-0.22476124]
 [ 0.43847214]
 [ 0.25646938]
 [ 3.13944553]
 [ 0.3311536 ]
 [ 0.25245181]
 [-1.22873352]
 [-0.79565978]
 [-0.77104107]
 [-0.99334176]
 [ 1.52921858]
 [ 3.41757263]
 [-3.82203064]]
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Progress: 94.3% ... Training loss: 0.081 ... Validation loss: 0.168[[-0.23448851]
 [ 0.42523467]
 [ 0.24725042]
 [ 3.12505438]
 [ 0.3172916 ]
 [ 0.2428682 ]
 [-1.24594064]
 [-0.82269949]
 [-0.80344554]
 [-1.00540041]
 [ 1.51389604]
 [ 3.38546825]
 [-3.8369498 ]]
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Progress: 94.3% ... Training loss: 0.081 ... Validation loss: 0.164[[-0.22935057]
 [ 0.43047853]
 [ 0.25107424]
 [ 3.13041496]
 [ 0.32098991]
 [ 0.2466055 ]
 [-1.23369753]
 [-0.81795644]
 [-0.79183824]
 [-0.99459693]
 [ 1.51685024]
 [ 3.39676459]
 [-3.82878917]]
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Progress: 94.4% ... Training loss: 0.072 ... Validation loss: 0.163[[-0.22111354]
 [ 0.43482186]
 [ 0.25326632]
 [ 3.13816457]
 [ 0.32444374]
 [ 0.25226941]
 [-1.21357993]
 [-0.82050124]
 [-0.78292508]
 [-0.99594279]
 [ 1.52076092]
 [ 3.40556328]
 [-3.82636345]]
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Progress: 94.5% ... Training loss: 0.074 ... Validation loss: 0.162[[-0.23188295]
 [ 0.4230104 ]
 [ 0.24608026]
 [ 3.12667368]
 [ 0.31477259]
 [ 0.24374233]
 [-1.23730903]
 [-0.83779514]
 [-0.80750081]
 [-1.00351484]
 [ 1.50820794]
 [ 3.39073073]
 [-3.83450831]]
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Progress: 94.5% ... Training loss: 0.081 ... Validation loss: 0.162[[-0.22932961]
 [ 0.4328495 ]
 [ 0.25261304]
 [ 3.14436684]
 [ 0.32222223]
 [ 0.24904467]
 [-1.22869347]
 [-0.80861722]
 [-0.7788851 ]
 [-1.00392386]
 [ 1.51991937]
 [ 3.41838504]
 [-3.82427089]]
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Progress: 94.5% ... Training loss: 0.087 ... Validation loss: 0.174[[-0.23420535]
 [ 0.42587559]
 [ 0.24707603]
 [ 3.13259786]
 [ 0.31685061]
 [ 0.24404925]
 [-1.23710501]
 [-0.83150452]
 [-0.79775361]
 [-1.01582278]
 [ 1.51165578]
 [ 3.40152019]
 [-3.83353596]]
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Progress: 94.6% ... Training loss: 0.072 ... Validation loss: 0.157[[-0.23036604]
 [ 0.42995857]
 [ 0.24996852]
 [ 3.13878733]
 [ 0.31822419]
 [ 0.24733245]
 [-1.23237378]
 [-0.82744597]
 [-0.78930433]
 [-1.01026303]
 [ 1.51510068]
 [ 3.40912672]
 [-3.83207297]]
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Progress: 94.7% ... Training loss: 0.073 ... Validation loss: 0.162[[-0.23302388]
 [ 0.42519051]
 [ 0.24657838]
 [ 3.12587578]
 [ 0.31289331]
 [ 0.24547306]
 [-1.23285189]
 [-0.84490083]
 [-0.79882999]
 [-1.01778743]
 [ 1.50193288]
 [ 3.38850216]
 [-3.84220796]]
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Progress: 94.7% ... Training loss: 0.084 ... Validation loss: 0.160[[-0.23289397]
 [ 0.43199198]
 [ 0.2512805 ]
 [ 3.12660875]
 [ 0.31812499]
 [ 0.24691322]
 [-1.23214656]
 [-0.82172804]
 [-0.7857281 ]
 [-1.0133991 ]
 [ 1.50573154]
 [ 3.40401257]
 [-3.83011399]]
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Progress: 94.8% ... Training loss: 0.075 ... Validation loss: 0.162[[-0.22986066]
 [ 0.43160366]
 [ 0.25082099]
 [ 3.13151936]
 [ 0.31939027]
 [ 0.24989053]
 [-1.22395014]
 [-0.82710911]
 [-0.78818902]
 [-1.01619376]
 [ 1.50698677]
 [ 3.39238092]
 [-3.83517107]]
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Progress: 94.8% ... Training loss: 0.074 ... Validation loss: 0.156[[-0.22979816]
 [ 0.4295692 ]
 [ 0.25026161]
 [ 3.13256897]
 [ 0.31784407]
 [ 0.25026474]
 [-1.22519834]
 [-0.83644356]
 [-0.79564042]
 [-1.01329895]
 [ 1.51010615]
 [ 3.3890352 ]
 [-3.83586658]]
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Progress: 94.8% ... Training loss: 0.074 ... Validation loss: 0.156[[-0.23139943]
 [ 0.4247696 ]
 [ 0.24929776]
 [ 3.13334168]
 [ 0.31448401]
 [ 0.24862345]
 [-1.23037451]
 [-0.84276217]
 [-0.80253118]
 [-1.00998123]
 [ 1.50855357]
 [ 3.38358402]
 [-3.83425043]]
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Progress: 94.9% ... Training loss: 0.079 ... Validation loss: 0.158[[-0.21954036]
 [ 0.43853467]
 [ 0.25797536]
 [ 3.15074143]
 [ 0.32562205]
 [ 0.25889317]
 [-1.21238839]
 [-0.828976  ]
 [-0.78287969]
 [-0.99894494]
 [ 1.52417261]
 [ 3.39956562]
 [-3.82627204]]
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Progress: 95.0% ... Training loss: 0.074 ... Validation loss: 0.161[[-0.22762713]
 [ 0.42745063]
 [ 0.2522024 ]
 [ 3.12642645]
 [ 0.31652299]
 [ 0.25329617]
 [-1.23463924]
 [-0.84309727]
 [-0.80319939]
 [-1.00864639]
 [ 1.50485666]
 [ 3.37092939]
 [-3.83829439]]
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Progress: 95.0% ... Training loss: 0.098 ... Validation loss: 0.163[[-0.20453199]
 [ 0.4521053 ]
 [ 0.27263663]
 [ 3.15696628]
 [ 0.34102838]
 [ 0.27572715]
 [-1.18979949]
 [-0.80042222]
 [-0.75863487]
 [-0.97563295]
 [ 1.53619025]
 [ 3.41937149]
 [-3.81077074]]
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Progress: 95.0% ... Training loss: 0.102 ... Validation loss: 0.202[[-0.22466696]
 [ 0.42994471]
 [ 0.25181967]
 [ 3.1280245 ]
 [ 0.31776454]
 [ 0.25460384]
 [-1.23188939]
 [-0.84278122]
 [-0.79371796]
 [-1.01495681]
 [ 1.50927931]
 [ 3.37829508]
 [-3.84712488]]
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   -2.50307089e-01  -4.19819367e-01  -4.04265544e-02  -5.21118462e-01
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Progress: 95.1% ... Training loss: 0.097 ... Validation loss: 0.160[[-0.21317723]
 [ 0.45173173]
 [ 0.26846444]
 [ 3.15318857]
 [ 0.33869063]
 [ 0.27064093]
 [-1.2051238 ]
 [-0.78842824]
 [-0.74764885]
 [-0.99788007]
 [ 1.53115569]
 [ 3.42183552]
 [-3.82542319]]
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Progress: 95.2% ... Training loss: 0.095 ... Validation loss: 0.177[[-0.23603348]
 [ 0.42555995]
 [ 0.24683421]
 [ 3.1031102 ]
 [ 0.3123551 ]
 [ 0.24928859]
 [-1.2517326 ]
 [-0.83686337]
 [-0.79994826]
 [-1.03454622]
 [ 1.49174192]
 [ 3.36979325]
 [-3.85656156]]
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Progress: 95.2% ... Training loss: 0.127 ... Validation loss: 0.185[[-0.21263483]
 [ 0.4498652 ]
 [ 0.26785076]
 [ 3.13630715]
 [ 0.33612096]
 [ 0.27199894]
 [-1.20774395]
 [-0.78183648]
 [-0.75564737]
 [-0.98992562]
 [ 1.52289262]
 [ 3.4231952 ]
 [-3.80673561]]
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Progress: 95.2% ... Training loss: 0.105 ... Validation loss: 0.204[[-0.22237051]
 [ 0.43005554]
 [ 0.25285642]
 [ 3.11192118]
 [ 0.31825238]
 [ 0.25769683]
 [-1.23364824]
 [-0.82286174]
 [-0.79678434]
 [-1.00623346]
 [ 1.49982988]
 [ 3.37646915]
 [-3.83437663]]
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Progress: 95.3% ... Training loss: 0.096 ... Validation loss: 0.169[[-0.21455083]
 [ 0.44333954]
 [ 0.26311833]
 [ 3.14217638]
 [ 0.33255932]
 [ 0.26749546]
 [-1.20081448]
 [-0.79049104]
 [-0.7564102 ]
 [-1.00873001]
 [ 1.5247964 ]
 [ 3.41828565]
 [-3.80607388]]
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Progress: 95.3% ... Training loss: 0.104 ... Validation loss: 0.178[[-0.2390502 ]
 [ 0.41570692]
 [ 0.24203272]
 [ 3.11608936]
 [ 0.30800048]
 [ 0.24336069]
 [-1.2408816 ]
 [-0.83215385]
 [-0.80679824]
 [-1.0374139 ]
 [ 1.4996793 ]
 [ 3.36609951]
 [-3.83184073]]
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Progress: 95.4% ... Training loss: 0.098 ... Validation loss: 0.173[[-0.21810935]
 [ 0.44078973]
 [ 0.26346316]
 [ 3.13496503]
 [ 0.33067232]
 [ 0.26458896]
 [-1.20064723]
 [-0.79491985]
 [-0.77138757]
 [-1.00037373]
 [ 1.52108519]
 [ 3.41254964]
 [-3.80007931]]
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   -2.53454159e-01  -4.26599855e-01  -3.21487543e-02  -5.09903870e-01
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Progress: 95.5% ... Training loss: 0.091 ... Validation loss: 0.191[[-0.22623839]
 [ 0.42697454]
 [ 0.252793  ]
 [ 3.11976991]
 [ 0.31592379]
 [ 0.25387223]
 [-1.21841447]
 [-0.82999971]
 [-0.80393432]
 [-1.01839022]
 [ 1.50570285]
 [ 3.37475529]
 [-3.82439928]]
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   -2.51154169e-01  -4.25176410e-01  -3.61980790e-02  -5.24663991e-01
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Progress: 95.5% ... Training loss: 0.093 ... Validation loss: 0.161[[-0.22094454]
 [ 0.44027248]
 [ 0.26272446]
 [ 3.13405301]
 [ 0.32848806]
 [ 0.26145678]
 [-1.20880235]
 [-0.79729544]
 [-0.77146948]
 [-1.00954558]
 [ 1.5189044 ]
 [ 3.40654351]
 [-3.80581436]]
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Progress: 95.5% ... Training loss: 0.081 ... Validation loss: 0.168[[-0.23196932]
 [ 0.42167131]
 [ 0.24875889]
 [ 3.10889105]
 [ 0.31210138]
 [ 0.24951434]
 [-1.23689652]
 [-0.8354334 ]
 [-0.80608213]
 [-1.02553254]
 [ 1.49342563]
 [ 3.35939261]
 [-3.8271759 ]]
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Progress: 95.6% ... Training loss: 0.112 ... Validation loss: 0.176[[-0.20917253]
 [ 0.45133543]
 [ 0.26870102]
 [ 3.1380295 ]
 [ 0.33948673]
 [ 0.27227281]
 [-1.19036558]
 [-0.78674977]
 [-0.74676517]
 [-0.99928389]
 [ 1.51995003]
 [ 3.40981892]
 [-3.79444052]]
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Progress: 95.7% ... Training loss: 0.099 ... Validation loss: 0.182[[-0.22335951]
 [ 0.43134959]
 [ 0.25295675]
 [ 3.11276222]
 [ 0.31973409]
 [ 0.2553756 ]
 [-1.21842766]
 [-0.8250627 ]
 [-0.79439078]
 [-1.01665926]
 [ 1.49775706]
 [ 3.35687679]
 [-3.83488297]]
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Progress: 95.7% ... Training loss: 0.111 ... Validation loss: 0.169[[-0.21313062]
 [ 0.44654653]
 [ 0.26690357]
 [ 3.13313531]
 [ 0.3350836 ]
 [ 0.26845255]
 [-1.18885658]
 [-0.78764615]
 [-0.75765905]
 [-1.00057673]
 [ 1.51755144]
 [ 3.39091849]
 [-3.80243238]]
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Progress: 95.8% ... Training loss: 0.083 ... Validation loss: 0.178[[-0.21839456]
 [ 0.43949312]
 [ 0.26026285]
 [ 3.12477046]
 [ 0.32931134]
 [ 0.2627144 ]
 [-1.20046214]
 [-0.79931775]
 [-0.77064471]
 [-1.00646206]
 [ 1.51026423]
 [ 3.37789522]
 [-3.81839427]]
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Progress: 95.8% ... Training loss: 0.074 ... Validation loss: 0.166[[-0.22030512]
 [ 0.43505393]
 [ 0.2571854 ]
 [ 3.12799825]
 [ 0.32630342]
 [ 0.25979515]
 [-1.19589357]
 [-0.80528977]
 [-0.77034643]
 [-1.01269991]
 [ 1.51118022]
 [ 3.38156496]
 [-3.81765708]]
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   -2.51448371e-01  -4.20252151e-01  -3.44715673e-02  -5.27110980e-01
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Progress: 95.8% ... Training loss: 0.073 ... Validation loss: 0.163[[-0.21877321]
 [ 0.43769384]
 [ 0.25974821]
 [ 3.13961031]
 [ 0.32894272]
 [ 0.26133093]
 [-1.19063852]
 [-0.79510805]
 [-0.7609519 ]
 [-1.01294364]
 [ 1.51980928]
 [ 3.38461767]
 [-3.81537485]]
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Progress: 95.9% ... Training loss: 0.076 ... Validation loss: 0.167[[-0.2292742 ]
 [ 0.42788175]
 [ 0.25170357]
 [ 3.12654952]
 [ 0.31867464]
 [ 0.25347433]
 [-1.21104432]
 [-0.81351021]
 [-0.77977274]
 [-1.02497162]
 [ 1.50631359]
 [ 3.36456697]
 [-3.8265458 ]]
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Progress: 96.0% ... Training loss: 0.076 ... Validation loss: 0.157[[-0.2267652 ]
 [ 0.43264758]
 [ 0.2561714 ]
 [ 3.12988969]
 [ 0.32135094]
 [ 0.25712475]
 [-1.20424247]
 [-0.80451   ]
 [-0.77159154]
 [-1.01782395]
 [ 1.50892292]
 [ 3.37769017]
 [-3.82250193]]
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Progress: 96.0% ... Training loss: 0.072 ... Validation loss: 0.160[[-0.22409968]
 [ 0.43370893]
 [ 0.25673684]
 [ 3.13404909]
 [ 0.31967937]
 [ 0.25799645]
 [-1.19888554]
 [-0.81107684]
 [-0.76870727]
 [-1.019627  ]
 [ 1.51000393]
 [ 3.37264466]
 [-3.826152  ]]
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Progress: 96.0% ... Training loss: 0.072 ... Validation loss: 0.155[[-0.21906942]
 [ 0.44246894]
 [ 0.26265337]
 [ 3.14057452]
 [ 0.32651142]
 [ 0.26202533]
 [-1.19153425]
 [-0.80008109]
 [-0.75711589]
 [-1.00584751]
 [ 1.51768742]
 [ 3.39297959]
 [-3.82157382]]
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   -2.48714746e-01  -4.16653980e-01  -4.20684949e-02  -5.44754039e-01
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Progress: 96.1% ... Training loss: 0.077 ... Validation loss: 0.167[[-0.22803375]
 [ 0.43329175]
 [ 0.25499126]
 [ 3.12938511]
 [ 0.31735028]
 [ 0.25270961]
 [-1.20794075]
 [-0.81639473]
 [-0.7760931 ]
 [-1.01900726]
 [ 1.50840926]
 [ 3.37959906]
 [-3.83492238]]
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Progress: 96.2% ... Training loss: 0.075 ... Validation loss: 0.152[[-0.22251977]
 [ 0.44425326]
 [ 0.26257239]
 [ 3.13958896]
 [ 0.32858485]
 [ 0.26205956]
 [-1.19336637]
 [-0.79747528]
 [-0.75481296]
 [-1.01529547]
 [ 1.52166663]
 [ 3.41528583]
 [-3.8159588 ]]
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   -2.49528668e-01  -4.15568189e-01  -3.99174311e-02  -5.35993369e-01
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Progress: 96.2% ... Training loss: 0.086 ... Validation loss: 0.168[[-0.23595595]
 [ 0.42528508]
 [ 0.24925868]
 [ 3.12334164]
 [ 0.31064384]
 [ 0.24687991]
 [-1.21272583]
 [-0.83422652]
 [-0.78691338]
 [-1.02867337]
 [ 1.50369657]
 [ 3.38217928]
 [-3.83429686]]
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Progress: 96.2% ... Training loss: 0.083 ... Validation loss: 0.151[[-0.22265256]
 [ 0.44112364]
 [ 0.26229968]
 [ 3.15244091]
 [ 0.32776096]
 [ 0.26115997]
 [-1.19143917]
 [-0.8004391 ]
 [-0.76041984]
 [-1.00347924]
 [ 1.52881266]
 [ 3.41493254]
 [-3.80947303]]
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Progress: 96.3% ... Training loss: 0.091 ... Validation loss: 0.187[[-0.23772875]
 [ 0.42377001]
 [ 0.24853069]
 [ 3.13188864]
 [ 0.31018067]
 [ 0.24593789]
 [-1.2185032 ]
 [-0.82761316]
 [-0.79021334]
 [-1.02772042]
 [ 1.50666307]
 [ 3.37895308]
 [-3.84427178]]
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Progress: 96.3% ... Training loss: 0.088 ... Validation loss: 0.155[[-0.22594486]
 [ 0.43775022]
 [ 0.2611523 ]
 [ 3.15880476]
 [ 0.32481397]
 [ 0.25784395]
 [-1.19308825]
 [-0.78801082]
 [-0.75957105]
 [-1.00075409]
 [ 1.52990693]
 [ 3.42036311]
 [-3.80938796]]
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Progress: 96.4% ... Training loss: 0.106 ... Validation loss: 0.200[[-0.23898886]
 [ 0.42129231]
 [ 0.24528933]
 [ 3.13783898]
 [ 0.30782933]
 [ 0.24400995]
 [-1.22094195]
 [-0.82391665]
 [-0.7925226 ]
 [-1.02733835]
 [ 1.50585608]
 [ 3.36785177]
 [-3.84377534]]
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Progress: 96.5% ... Training loss: 0.089 ... Validation loss: 0.161[[-0.2176571 ]
 [ 0.44585977]
 [ 0.26582069]
 [ 3.15644526]
 [ 0.32846102]
 [ 0.26354228]
 [-1.19514337]
 [-0.78464275]
 [-0.75571139]
 [-0.99144337]
 [ 1.52724101]
 [ 3.4136262 ]
 [-3.80284486]]
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Progress: 96.5% ... Training loss: 0.106 ... Validation loss: 0.188[[-0.23038475]
 [ 0.43052685]
 [ 0.2518397 ]
 [ 3.13439868]
 [ 0.31258936]
 [ 0.24942405]
 [-1.22348859]
 [-0.82527808]
 [-0.79123025]
 [-1.01169995]
 [ 1.50414318]
 [ 3.36733964]
 [-3.83225342]]
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Progress: 96.5% ... Training loss: 0.091 ... Validation loss: 0.155[[-0.22703616]
 [ 0.43916158]
 [ 0.25970204]
 [ 3.1491347 ]
 [ 0.32120108]
 [ 0.25772609]
 [-1.21348641]
 [-0.7972236 ]
 [-0.77163815]
 [-1.00514592]
 [ 1.51857707]
 [ 3.39807372]
 [-3.80825346]]
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Progress: 96.6% ... Training loss: 0.077 ... Validation loss: 0.172[[-0.22768139]
 [ 0.43606712]
 [ 0.25551554]
 [ 3.14822926]
 [ 0.31768753]
 [ 0.25469872]
 [-1.21176961]
 [-0.8176396 ]
 [-0.77799319]
 [-1.01523242]
 [ 1.51619862]
 [ 3.38578211]
 [-3.82667758]]
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Progress: 96.7% ... Training loss: 0.074 ... Validation loss: 0.155[[-0.22130256]
 [ 0.44099216]
 [ 0.26172507]
 [ 3.14916805]
 [ 0.32258508]
 [ 0.26015778]
 [-1.20133728]
 [-0.81070095]
 [-0.77127864]
 [-1.00318993]
 [ 1.51742139]
 [ 3.39280072]
 [-3.82087451]]
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Progress: 96.7% ... Training loss: 0.072 ... Validation loss: 0.165[[-0.22140498]
 [ 0.44488738]
 [ 0.26680742]
 [ 3.15873781]
 [ 0.32706724]
 [ 0.26212519]
 [-1.20112282]
 [-0.79244586]
 [-0.76289786]
 [-0.99439366]
 [ 1.52504381]
 [ 3.4059674 ]
 [-3.81936514]]
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   -2.44965801e-01  -4.11771880e-01  -5.00183750e-02  -5.45383497e-01
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Progress: 96.8% ... Training loss: 0.078 ... Validation loss: 0.178[[-0.22257518]
 [ 0.44267867]
 [ 0.26362776]
 [ 3.15622685]
 [ 0.32427266]
 [ 0.26025333]
 [-1.20426205]
 [-0.80225585]
 [-0.7665236 ]
 [-1.00185409]
 [ 1.52073711]
 [ 3.39717114]
 [-3.83121024]]
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Progress: 96.8% ... Training loss: 0.072 ... Validation loss: 0.160[[-0.22066757]
 [ 0.44436061]
 [ 0.26508708]
 [ 3.15904566]
 [ 0.32614534]
 [ 0.26035419]
 [-1.20612416]
 [-0.79797042]
 [-0.76354957]
 [-1.00201662]
 [ 1.52115277]
 [ 3.39963592]
 [-3.83144815]]
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   -2.44825701e-01  -4.08129441e-01  -5.12234265e-02  -5.47698683e-01
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Progress: 96.8% ... Training loss: 0.073 ... Validation loss: 0.156[[-0.22674393]
 [ 0.43941511]
 [ 0.26047477]
 [ 3.15687155]
 [ 0.32021807]
 [ 0.25491401]
 [-1.21448634]
 [-0.80548154]
 [-0.77228626]
 [-1.01443776]
 [ 1.51737925]
 [ 3.39642107]
 [-3.83743678]]
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Progress: 96.9% ... Training loss: 0.073 ... Validation loss: 0.151[[-0.22663249]
 [ 0.43021265]
 [ 0.25663231]
 [ 3.15840851]
 [ 0.31414631]
 [ 0.25274158]
 [-1.21512082]
 [-0.82296821]
 [-0.78925423]
 [-1.00741673]
 [ 1.5143021 ]
 [ 3.37172967]
 [-3.84079763]]
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   -2.44218416e-01  -4.07758090e-01  -5.16195528e-02  -5.50643849e-01
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Progress: 97.0% ... Training loss: 0.077 ... Validation loss: 0.152[[-0.22047577]
 [ 0.43739189]
 [ 0.26187044]
 [ 3.18178549]
 [ 0.3231627 ]
 [ 0.25912498]
 [-1.19124193]
 [-0.80732602]
 [-0.76706541]
 [-1.00447641]
 [ 1.53299292]
 [ 3.39354046]
 [-3.82555744]]
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   -8.14943035e-02  -1.77805282e-01  -1.16415840e-01   3.42498502e-02
   -2.46438364e-01  -4.09019317e-01  -4.67791074e-02  -5.42841158e-01
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    2.12907949e-01  -5.78927315e-01  -1.43437087e+00  -2.69999012e-01
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Progress: 97.0% ... Training loss: 0.083 ... Validation loss: 0.171[[-0.22934044]
 [ 0.42831252]
 [ 0.25516783]
 [ 3.16163085]
 [ 0.31446405]
 [ 0.25190908]
 [-1.22216563]
 [-0.82287696]
 [-0.7882814 ]
 [-1.01369569]
 [ 1.51932037]
 [ 3.38163386]
 [-3.84414478]]
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   -2.45133973e-01  -4.08010839e-01  -4.87374921e-02  -5.44348018e-01
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    2.15753221e-01  -5.77176720e-01  -1.43549707e+00  -2.80358987e-01
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Progress: 97.0% ... Training loss: 0.076 ... Validation loss: 0.153[[-0.22698834]
 [ 0.42810256]
 [ 0.25653229]
 [ 3.174166  ]
 [ 0.31603061]
 [ 0.25392722]
 [-1.21250057]
 [-0.83091337]
 [-0.78905186]
 [-1.00980277]
 [ 1.52520444]
 [ 3.37685509]
 [-3.83516656]]
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   -2.47109918e-01  -4.08615458e-01  -4.68656451e-02  -5.41798856e-01
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Progress: 97.1% ... Training loss: 0.073 ... Validation loss: 0.152[[-0.22425594]
 [ 0.43697439]
 [ 0.26410187]
 [ 3.19629921]
 [ 0.32519136]
 [ 0.25943303]
 [-1.20210349]
 [-0.80470007]
 [-0.77350914]
 [-1.00077285]
 [ 1.54390769]
 [ 3.40579567]
 [-3.81706019]]
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   -2.47821068e-01  -4.09452045e-01  -4.51422645e-02  -5.35934675e-01
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    2.19164249e-01  -5.76188245e-01  -1.43741070e+00  -2.85426517e-01
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Progress: 97.2% ... Training loss: 0.097 ... Validation loss: 0.195[[-0.23595515]
 [ 0.42133943]
 [ 0.25201298]
 [ 3.17382496]
 [ 0.3076012 ]
 [ 0.24654833]
 [-1.22666337]
 [-0.83880228]
 [-0.80127486]
 [-1.01841217]
 [ 1.52009634]
 [ 3.37174757]
 [-3.84542801]]
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   -8.20780745e-02  -1.78129034e-01  -1.13976625e-01   3.50560266e-02
   -2.45671127e-01  -4.07087413e-01  -4.90482787e-02  -5.48593349e-01
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    2.17925075e-01  -5.75425490e-01  -1.43752947e+00  -2.81875943e-01
   -2.56867801e+00]]
Progress: 97.2% ... Training loss: 0.082 ... Validation loss: 0.154[[-0.22961506]
 [ 0.43102687]
 [ 0.25897785]
 [ 3.18489042]
 [ 0.31646726]
 [ 0.25456924]
 [-1.21677528]
 [-0.82012849]
 [-0.78596904]
 [-1.01021599]
 [ 1.53208267]
 [ 3.39595249]
 [-3.82514976]]
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   -2.48116443e-01  -4.08407166e-01  -4.41012718e-02  -5.37405774e-01
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Progress: 97.2% ... Training loss: 0.077 ... Validation loss: 0.170[[-0.23149699]
 [ 0.42481735]
 [ 0.25369467]
 [ 3.1728997 ]
 [ 0.30964161]
 [ 0.25084817]
 [-1.22741926]
 [-0.84430633]
 [-0.80569875]
 [-1.01336853]
 [ 1.52191754]
 [ 3.36995568]
 [-3.83906654]]
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    2.19602736e-01  -5.78896803e-01  -1.43837532e+00  -2.84239997e-01
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Progress: 97.3% ... Training loss: 0.082 ... Validation loss: 0.154[[-0.22178484]
 [ 0.43517525]
 [ 0.26122839]
 [ 3.18581392]
 [ 0.32018991]
 [ 0.26109895]
 [-1.21829483]
 [-0.8286582 ]
 [-0.79156719]
 [-0.99897564]
 [ 1.53299608]
 [ 3.39044404]
 [-3.81581474]]
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   -8.09093048e-02  -1.77479870e-01  -1.18219169e-01   2.98895101e-02
   -2.50234627e-01  -4.07223054e-01  -4.33746832e-02  -5.34971932e-01
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    2.20256593e-01  -5.80554156e-01  -1.43915479e+00  -2.86624069e-01
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Progress: 97.3% ... Training loss: 0.074 ... Validation loss: 0.165[[-0.21964013]
 [ 0.43302471]
 [ 0.26200116]
 [ 3.18472199]
 [ 0.31978233]
 [ 0.26261162]
 [-1.2198153 ]
 [-0.83554845]
 [-0.8043636 ]
 [-0.98862375]
 [ 1.5326844 ]
 [ 3.379721  ]
 [-3.82660233]]
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   -8.05141713e-02  -1.77100759e-01  -1.19777454e-01   2.86949927e-02
   -2.50605967e-01  -4.09566906e-01  -4.08275159e-02  -5.32725600e-01
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Progress: 97.4% ... Training loss: 0.073 ... Validation loss: 0.163[[-0.21818301]
 [ 0.43449276]
 [ 0.26455   ]
 [ 3.18718578]
 [ 0.3207506 ]
 [ 0.2642394 ]
 [-1.21324485]
 [-0.82986448]
 [-0.7938608 ]
 [-0.99221145]
 [ 1.53478977]
 [ 3.38640878]
 [-3.82208265]]
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   -8.06949546e-02  -1.77144770e-01  -1.20183251e-01   2.93205825e-02
   -2.50747730e-01  -4.08009398e-01  -4.20057269e-02  -5.36077586e-01
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Progress: 97.5% ... Training loss: 0.071 ... Validation loss: 0.165[[-0.21736479]
 [ 0.43433938]
 [ 0.26310527]
 [ 3.18670154]
 [ 0.3207118 ]
 [ 0.26421503]
 [-1.20910331]
 [-0.82973401]
 [-0.78888101]
 [-1.00085634]
 [ 1.53319329]
 [ 3.39494906]
 [-3.82959218]]
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    2.15596351e-01  -5.82404201e-01  -1.43451463e+00  -2.65218387e-01
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Progress: 97.5% ... Training loss: 0.071 ... Validation loss: 0.158[[-0.22090512]
 [ 0.43205261]
 [ 0.26172605]
 [ 3.17557455]
 [ 0.32024209]
 [ 0.26170964]
 [-1.22385318]
 [-0.82922902]
 [-0.79855562]
 [-1.0010181 ]
 [ 1.52520376]
 [ 3.39818716]
 [-3.8287122 ]]
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 [ -1.87206283e-01   2.64693128e-02  -2.43743770e-01  -2.53407617e+00
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    2.14380252e-01  -5.83818205e-01  -1.43383061e+00  -2.59738416e-01
   -2.57274220e+00]]
Progress: 97.5% ... Training loss: 0.072 ... Validation loss: 0.156[[-0.21127265]
 [ 0.43794183]
 [ 0.26714405]
 [ 3.18810228]
 [ 0.32724485]
 [ 0.26953809]
 [-1.20806654]
 [-0.8265428 ]
 [-0.79136131]
 [-0.98876248]
 [ 1.53307864]
 [ 3.40148854]
 [-3.82829503]]
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    2.14535600e-01  -5.84675625e-01  -1.43394158e+00  -2.59733526e-01
   -2.57335344e+00]]
Progress: 97.6% ... Training loss: 0.071 ... Validation loss: 0.164[[-0.22070215]
 [ 0.42741619]
 [ 0.25765757]
 [ 3.17458125]
 [ 0.31419453]
 [ 0.25809263]
 [-1.2280166 ]
 [-0.84046589]
 [-0.80463484]
 [-1.01077878]
 [ 1.52205459]
 [ 3.39401604]
 [-3.8352086 ]]
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    2.14760279e-01  -5.85319564e-01  -1.43454426e+00  -2.59707229e-01
   -2.57400868e+00]]
Progress: 97.7% ... Training loss: 0.073 ... Validation loss: 0.151[[-0.21358472]
 [ 0.43570907]
 [ 0.26424718]
 [ 3.18716778]
 [ 0.32411638]
 [ 0.26537793]
 [-1.20801873]
 [-0.82625517]
 [-0.78595223]
 [-1.00052339]
 [ 1.53304304]
 [ 3.416684  ]
 [-3.82542515]]
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Progress: 97.7% ... Training loss: 0.075 ... Validation loss: 0.157[[-0.21786239]
 [ 0.42790717]
 [ 0.25686547]
 [ 3.17724073]
 [ 0.3164944 ]
 [ 0.25916371]
 [-1.21404516]
 [-0.84718146]
 [-0.79882511]
 [-1.01343226]
 [ 1.5184549 ]
 [ 3.38328471]
 [-3.85224682]]
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   -2.53201823e-01  -4.04425324e-01  -3.70790966e-02  -5.35362531e-01
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Progress: 97.8% ... Training loss: 0.091 ... Validation loss: 0.153[[-0.20669556]
 [ 0.44669951]
 [ 0.27217157]
 [ 3.19691996]
 [ 0.33383076]
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Progress: 97.8% ... Training loss: 0.096 ... Validation loss: 0.179[[-0.22079818]
 [ 0.43026869]
 [ 0.25611312]
 [ 3.17940045]
 [ 0.31713745]
 [ 0.25785732]
 [-1.22211616]
 [-0.83799982]
 [-0.79732544]
 [-1.0181853 ]
 [ 1.52427673]
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Progress: 97.8% ... Training loss: 0.081 ... Validation loss: 0.151[[-0.20339716]
 [ 0.44462192]
 [ 0.26968784]
 [ 3.20064224]
 [ 0.3315359 ]
 [ 0.27466018]
 [-1.19181988]
 [-0.8159164 ]
 [-0.77845215]
 [-0.98248748]
 [ 1.54370617]
 [ 3.40528158]
 [-3.8383577 ]]
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   -2.57891973e-01  -4.08776077e-01  -2.49221166e-02  -5.18576732e-01
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 [ -1.88450768e-01   2.97176418e-02  -2.42219068e-01  -2.53395815e+00
   -2.63661611e-01  -2.30673177e-01   9.89777101e-02  -3.66931766e-01
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Progress: 97.9% ... Training loss: 0.073 ... Validation loss: 0.163[[-0.21278297]
 [ 0.43479223]
 [ 0.26166587]
 [ 3.18719467]
 [ 0.32313282]
 [ 0.26565765]
 [-1.20316085]
 [-0.83754185]
 [-0.79454808]
 [-0.99961846]
 [ 1.53256347]
 [ 3.38707649]
 [-3.85242655]]
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Progress: 98.0% ... Training loss: 0.082 ... Validation loss: 0.151[[-0.20168819]
 [ 0.44981177]
 [ 0.27413619]
 [ 3.20587833]
 [ 0.33874182]
 [ 0.27756766]
 [-1.18905303]
 [-0.80857276]
 [-0.77339445]
 [-0.97523919]
 [ 1.55034488]
 [ 3.4213299 ]
 [-3.82587376]]
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   -2.58834586e-01  -4.08898692e-01  -2.34056291e-02  -5.14112000e-01
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 [ -1.88593410e-01   3.05086183e-02  -2.41841173e-01  -2.53386803e+00
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Progress: 98.0% ... Training loss: 0.089 ... Validation loss: 0.186[[-0.22018702]
 [ 0.43208454]
 [ 0.25790535]
 [ 3.17823468]
 [ 0.31935368]
 [ 0.25934499]
 [-1.22060212]
 [-0.84854483]
 [-0.80341312]
 [-1.01813723]
 [ 1.52773988]
 [ 3.39164023]
 [-3.84087487]]
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Progress: 98.0% ... Training loss: 0.076 ... Validation loss: 0.150[[-0.2179765 ]
 [ 0.43925723]
 [ 0.26310343]
 [ 3.19262938]
 [ 0.32465039]
 [ 0.26458844]
 [-1.21526814]
 [-0.82796793]
 [-0.79539037]
 [-0.99500854]
 [ 1.54009762]
 [ 3.40667502]
 [-3.83364392]]
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   -2.53936905e-01  -4.03476796e-01  -3.15694990e-02  -5.34866525e-01
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Progress: 98.1% ... Training loss: 0.073 ... Validation loss: 0.155[[-0.21196793]
 [ 0.44302632]
 [ 0.26497266]
 [ 3.19016546]
 [ 0.32719694]
 [ 0.26801534]
 [-1.2133131 ]
 [-0.83168094]
 [-0.79440025]
 [-0.99332922]
 [ 1.53748575]
 [ 3.40544516]
 [-3.83707841]]
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   -2.54462165e-01  -4.02793351e-01  -3.11931838e-02  -5.31543415e-01
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Progress: 98.2% ... Training loss: 0.070 ... Validation loss: 0.151[[-0.21554636]
 [ 0.44076716]
 [ 0.26210126]
 [ 3.18895387]
 [ 0.32350322]
 [ 0.26524353]
 [-1.22283331]
 [-0.84310143]
 [-0.800223  ]
 [-1.00130691]
 [ 1.53420552]
 [ 3.3917135 ]
 [-3.84376122]]
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   -2.52699663e-01  -4.01782074e-01  -3.57888873e-02  -5.44478298e-01
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Progress: 98.2% ... Training loss: 0.075 ... Validation loss: 0.150[[-0.21051631]
 [ 0.44828935]
 [ 0.26755738]
 [ 3.19744092]
 [ 0.33134085]
 [ 0.27073993]
 [-1.21179416]
 [-0.82542299]
 [-0.78441417]
 [-0.99205328]
 [ 1.5452564 ]
 [ 3.41796202]
 [-3.8228731 ]]
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   -2.56509086e-01  -4.04316814e-01  -2.76658183e-02  -5.29436428e-01
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Progress: 98.2% ... Training loss: 0.081 ... Validation loss: 0.162[[-0.22226787]
 [ 0.43618318]
 [ 0.25676694]
 [ 3.18291338]
 [ 0.31901664]
 [ 0.26056141]
 [-1.23717383]
 [-0.84549508]
 [-0.80914802]
 [-1.00648522]
 [ 1.52738358]
 [ 3.37929942]
 [-3.85129357]]
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   -2.53211415e-01  -4.03154450e-01  -3.22123681e-02  -5.41552319e-01
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Progress: 98.3% ... Training loss: 0.093 ... Validation loss: 0.153[[-0.21076213]
 [ 0.45201334]
 [ 0.26959063]
 [ 3.21549638]
 [ 0.33518831]
 [ 0.27228402]
 [-1.20416292]
 [-0.80716773]
 [-0.7689221 ]
 [-0.99499419]
 [ 1.55418419]
 [ 3.42179285]
 [-3.81965963]]
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Progress: 98.3% ... Training loss: 0.101 ... Validation loss: 0.179[[-0.22965298]
 [ 0.43024543]
 [ 0.2539115 ]
 [ 3.1839419 ]
 [ 0.31297855]
 [ 0.25529345]
 [-1.2461834 ]
 [-0.85284634]
 [-0.81826397]
 [-1.01395107]
 [ 1.52518784]
 [ 3.3763464 ]
 [-3.85050657]]
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   -2.52054549e-01  -4.01435532e-01  -3.51584092e-02  -5.53347540e-01
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Progress: 98.4% ... Training loss: 0.096 ... Validation loss: 0.153[[-0.21259122]
 [ 0.45160463]
 [ 0.27066225]
 [ 3.20842409]
 [ 0.33528309]
 [ 0.27421977]
 [-1.21190093]
 [-0.82134574]
 [-0.79078732]
 [-0.98607869]
 [ 1.55151219]
 [ 3.41667852]
 [-3.82336959]]
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   -2.52928336e-01  -4.02611175e-01  -3.25164511e-02  -5.46961749e-01
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Progress: 98.5% ... Training loss: 0.078 ... Validation loss: 0.195[[-0.22000397]
 [ 0.44401402]
 [ 0.26397124]
 [ 3.19634829]
 [ 0.32686787]
 [ 0.26756681]
 [-1.22255375]
 [-0.83905981]
 [-0.80674097]
 [-1.00264167]
 [ 1.54033034]
 [ 3.39775424]
 [-3.83986274]]
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   -2.51723699e-01  -4.00351954e-01  -3.56062045e-02  -5.53377982e-01
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Progress: 98.5% ... Training loss: 0.074 ... Validation loss: 0.157[[-0.22131219]
 [ 0.44258543]
 [ 0.26324137]
 [ 3.19468128]
 [ 0.32554001]
 [ 0.2664924 ]
 [-1.21768898]
 [-0.83666915]
 [-0.8068731 ]
 [-1.00456061]
 [ 1.53909578]
 [ 3.39374254]
 [-3.83676984]]
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   -2.51804621e-01  -4.00310059e-01  -3.37317271e-02  -5.52686850e-01
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Progress: 98.5% ... Training loss: 0.074 ... Validation loss: 0.160[[-0.22321509]
 [ 0.44793914]
 [ 0.2660533 ]
 [ 3.20082351]
 [ 0.33173398]
 [ 0.26822131]
 [-1.21530644]
 [-0.82170631]
 [-0.79337629]
 [-1.0097058 ]
 [ 1.54735686]
 [ 3.4107181 ]
 [-3.8332788 ]]
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Progress: 98.6% ... Training loss: 0.074 ... Validation loss: 0.167[[-0.23985058]
 [ 0.43365463]
 [ 0.2542371 ]
 [ 3.17074957]
 [ 0.31712359]
 [ 0.25484886]
 [-1.24602129]
 [-0.84083973]
 [-0.8157722 ]
 [-1.0301617 ]
 [ 1.5182011 ]
 [ 3.37464593]
 [-3.85128958]]
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Progress: 98.7% ... Training loss: 0.095 ... Validation loss: 0.160[[-0.23095397]
 [ 0.44519309]
 [ 0.26568197]
 [ 3.18528854]
 [ 0.32916127]
 [ 0.26496957]
 [-1.22948243]
 [-0.81335902]
 [-0.79290404]
 [-1.00291277]
 [ 1.53480291]
 [ 3.41450067]
 [-3.82444086]]
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   -2.54142994e-01  -3.98503656e-01  -2.97027432e-02  -5.45036312e-01
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Progress: 98.7% ... Training loss: 0.084 ... Validation loss: 0.178[[-0.23063802]
 [ 0.44221383]
 [ 0.26194442]
 [ 3.17564894]
 [ 0.32586505]
 [ 0.26379201]
 [-1.22513332]
 [-0.83984589]
 [-0.79669203]
 [-1.01833096]
 [ 1.52436265]
 [ 3.39084912]
 [-3.83802952]]
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   -2.55435104e-01  -3.97962880e-01  -2.89661836e-02  -5.45522925e-01
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Progress: 98.8% ... Training loss: 0.078 ... Validation loss: 0.147[[-0.21876328]
 [ 0.45462503]
 [ 0.27131294]
 [ 3.19228862]
 [ 0.33828844]
 [ 0.27386395]
 [-1.2189151 ]
 [-0.81544442]
 [-0.78288318]
 [-0.98952926]
 [ 1.54093662]
 [ 3.41627299]
 [-3.82506541]]
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   -2.55392678e-01  -3.98509169e-01  -2.87850210e-02  -5.41989307e-01
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Progress: 98.8% ... Training loss: 0.078 ... Validation loss: 0.169[[-0.22894295]
 [ 0.44046497]
 [ 0.26129438]
 [ 3.18011074]
 [ 0.32328715]
 [ 0.26294381]
 [-1.2357732 ]
 [-0.8477924 ]
 [-0.81588198]
 [-0.99960242]
 [ 1.52731707]
 [ 3.37931357]
 [-3.84260389]]
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   -2.50939073e-01  -3.96385602e-01  -3.62192200e-02  -5.53065573e-01
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Progress: 98.8% ... Training loss: 0.088 ... Validation loss: 0.154[[-0.22676878]
 [ 0.44522825]
 [ 0.26555302]
 [ 3.19044852]
 [ 0.32739383]
 [ 0.26818253]
 [-1.2268752 ]
 [-0.8367795 ]
 [-0.80406074]
 [-0.9981061 ]
 [ 1.53761534]
 [ 3.39188507]
 [-3.81675579]]
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   -2.52794615e-01  -3.97040137e-01  -3.30244755e-02  -5.48273948e-01
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Progress: 98.9% ... Training loss: 0.072 ... Validation loss: 0.161[[-0.22698797]
 [ 0.44580677]
 [ 0.26710402]
 [ 3.19480514]
 [ 0.32919305]
 [ 0.26905641]
 [-1.22858099]
 [-0.83884664]
 [-0.8116214 ]
 [-1.00117242]
 [ 1.54125452]
 [ 3.38888257]
 [-3.8213945 ]]
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Progress: 99.0% ... Training loss: 0.071 ... Validation loss: 0.158[[-0.2283389 ]
 [ 0.4401803 ]
 [ 0.26262798]
 [ 3.18722939]
 [ 0.32328115]
 [ 0.26544551]
 [-1.23432464]
 [-0.85309458]
 [-0.82297703]
 [-1.00332233]
 [ 1.53024353]
 [ 3.36651637]
 [-3.83247054]]
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Progress: 99.0% ... Training loss: 0.086 ... Validation loss: 0.154[[-0.22133301]
 [ 0.45042572]
 [ 0.27270899]
 [ 3.2018969 ]
 [ 0.33372609]
 [ 0.27263804]
 [-1.21651311]
 [-0.82525507]
 [-0.80279397]
 [-0.98756892]
 [ 1.54465413]
 [ 3.4015207 ]
 [-3.81607812]]
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Progress: 99.0% ... Training loss: 0.077 ... Validation loss: 0.183[[-0.22986395]
 [ 0.44269978]
 [ 0.26411974]
 [ 3.18849808]
 [ 0.32561349]
 [ 0.26498186]
 [-1.23437779]
 [-0.83838295]
 [-0.81105011]
 [-1.00958471]
 [ 1.53235899]
 [ 3.38976738]
 [-3.83867273]]
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Progress: 99.1% ... Training loss: 0.074 ... Validation loss: 0.157[[-0.22417435]
 [ 0.44870361]
 [ 0.26860518]
 [ 3.20140509]
 [ 0.3303193 ]
 [ 0.27069474]
 [-1.22383903]
 [-0.82368093]
 [-0.80093244]
 [-0.99595157]
 [ 1.54185975]
 [ 3.40021576]
 [-3.83093796]]
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Progress: 99.2% ... Training loss: 0.073 ... Validation loss: 0.163[[-0.22120971]
 [ 0.44892455]
 [ 0.26901958]
 [ 3.20631791]
 [ 0.32951482]
 [ 0.27107541]
 [-1.22281305]
 [-0.82359249]
 [-0.80718105]
 [-0.9850361 ]
 [ 1.54378802]
 [ 3.39425739]
 [-3.83618102]]
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Progress: 99.2% ... Training loss: 0.071 ... Validation loss: 0.171[[-0.22291799]
 [ 0.44794596]
 [ 0.26686458]
 [ 3.20584803]
 [ 0.32898187]
 [ 0.26942236]
 [-1.22128069]
 [-0.83347347]
 [-0.81097919]
 [-0.99531618]
 [ 1.54324208]
 [ 3.3942583 ]
 [-3.83674299]]
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Progress: 99.2% ... Training loss: 0.070 ... Validation loss: 0.158[[-0.222374  ]
 [ 0.44868646]
 [ 0.26745917]
 [ 3.2032174 ]
 [ 0.32761966]
 [ 0.26985984]
 [-1.22314625]
 [-0.84177124]
 [-0.81415108]
 [-0.99648471]
 [ 1.54002557]
 [ 3.38224672]
 [-3.83928206]]
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Progress: 99.3% ... Training loss: 0.074 ... Validation loss: 0.154[[-0.22270627]
 [ 0.44991558]
 [ 0.26995422]
 [ 3.21182032]
 [ 0.32936185]
 [ 0.27058814]
 [-1.22289024]
 [-0.83222712]
 [-0.80827932]
 [-0.99233135]
 [ 1.54559891]
 [ 3.39230094]
 [-3.83190569]]
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Progress: 99.3% ... Training loss: 0.070 ... Validation loss: 0.162[[-0.2211009 ]
 [ 0.45051186]
 [ 0.27123684]
 [ 3.22438336]
 [ 0.33266139]
 [ 0.27165865]
 [-1.21761713]
 [-0.82959407]
 [-0.80383838]
 [-0.99108714]
 [ 1.55237887]
 [ 3.4014675 ]
 [-3.83424581]]
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Progress: 99.4% ... Training loss: 0.071 ... Validation loss: 0.166[[-0.22194398]
 [ 0.44680651]
 [ 0.2677157 ]
 [ 3.22099236]
 [ 0.32771928]
 [ 0.268065  ]
 [-1.22377407]
 [-0.84291443]
 [-0.81291367]
 [-0.9957935 ]
 [ 1.5464412 ]
 [ 3.39055869]
 [-3.8456985 ]]
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   -2.52922855e-01  -4.02055318e-01  -2.81014090e-02  -5.49796190e-01
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Progress: 99.5% ... Training loss: 0.074 ... Validation loss: 0.158[[-0.22156014]
 [ 0.44870329]
 [ 0.27045883]
 [ 3.23065769]
 [ 0.32981803]
 [ 0.27046911]
 [-1.21771864]
 [-0.83846734]
 [-0.81192048]
 [-0.99261574]
 [ 1.55071742]
 [ 3.38657359]
 [-3.8425659 ]]
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Progress: 99.5% ... Training loss: 0.072 ... Validation loss: 0.163[[-0.22107752]
 [ 0.44756098]
 [ 0.27028365]
 [ 3.23206353]
 [ 0.32942122]
 [ 0.2698393 ]
 [-1.22220868]
 [-0.84030649]
 [-0.81467782]
 [-0.99229346]
 [ 1.55219793]
 [ 3.38739062]
 [-3.84299287]]
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   -2.52249600e-01  -4.00137698e-01  -2.91518353e-02  -5.49571371e-01
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Progress: 99.5% ... Training loss: 0.071 ... Validation loss: 0.162[[-0.21532832]
 [ 0.45314709]
 [ 0.27340457]
 [ 3.2339328 ]
 [ 0.3348517 ]
 [ 0.27377444]
 [-1.21398689]
 [-0.83661898]
 [-0.80365712]
 [-0.99263536]
 [ 1.55283884]
 [ 3.39907507]
 [-3.83776607]]
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Progress: 99.6% ... Training loss: 0.070 ... Validation loss: 0.161[[-0.2135017 ]
 [ 0.45671761]
 [ 0.27465698]
 [ 3.22970637]
 [ 0.33838173]
 [ 0.27634516]
 [-1.20965965]
 [-0.83503061]
 [-0.80202549]
 [-0.99787234]
 [ 1.55107959]
 [ 3.40978409]
 [-3.8433666 ]]
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Progress: 99.7% ... Training loss: 0.070 ... Validation loss: 0.157[[-0.21005629]
 [ 0.46121549]
 [ 0.27826439]
 [ 3.23398211]
 [ 0.34060975]
 [ 0.27988107]
 [-1.20609659]
 [-0.83046459]
 [-0.79925644]
 [-0.99442832]
 [ 1.55498043]
 [ 3.41400401]
 [-3.84209504]]
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   -2.52203116e-01  -3.96869444e-01  -3.01327832e-02  -5.53736071e-01
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Progress: 99.7% ... Training loss: 0.072 ... Validation loss: 0.163[[-0.21545156]
 [ 0.45383391]
 [ 0.27199237]
 [ 3.22295257]
 [ 0.33289163]
 [ 0.27333461]
 [-1.21679852]
 [-0.84279951]
 [-0.80926311]
 [-1.00738392]
 [ 1.54850251]
 [ 3.40462643]
 [-3.85523765]]
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Progress: 99.8% ... Training loss: 0.072 ... Validation loss: 0.154[[-0.22025207]
 [ 0.45218009]
 [ 0.27184354]
 [ 3.22490181]
 [ 0.33213292]
 [ 0.27115775]
 [-1.22689773]
 [-0.83004498]
 [-0.81012498]
 [-1.00754744]
 [ 1.55139306]
 [ 3.41043064]
 [-3.84694176]]
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   -2.52531493e-01  -3.96908745e-01  -2.93054183e-02  -5.52083374e-01
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Progress: 99.8% ... Training loss: 0.076 ... Validation loss: 0.165[[-0.21814741]
 [ 0.45103389]
 [ 0.27086481]
 [ 3.22723574]
 [ 0.33065911]
 [ 0.27303502]
 [-1.22203152]
 [-0.83209165]
 [-0.81786822]
 [-1.00368082]
 [ 1.55032707]
 [ 3.40043272]
 [-3.85291691]]
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Progress: 99.8% ... Training loss: 0.071 ... Validation loss: 0.163[[-0.21428571]
 [ 0.45397818]
 [ 0.27186947]
 [ 3.22960617]
 [ 0.33148182]
 [ 0.2741858 ]
 [-1.20975352]
 [-0.83481276]
 [-0.80541096]
 [-1.01790874]
 [ 1.5525871 ]
 [ 3.41055763]
 [-3.84912418]]
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Progress: 99.9% ... Training loss: 0.072 ... Validation loss: 0.157[[-0.2211344 ]
 [ 0.44673457]
 [ 0.26560626]
 [ 3.22400962]
 [ 0.3241713 ]
 [ 0.2688164 ]
 [-1.22930196]
 [-0.85640293]
 [-0.8205729 ]
 [-1.03182779]
 [ 1.54275989]
 [ 3.38466865]
 [-3.85907181]]
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    4.32426184e-01]
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   -8.09185832e-02  -1.79376250e-01  -1.11232014e-01   2.23518696e-02
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   -2.65247461e-01  -2.31122768e-01   1.09575408e-01  -3.56360633e-01
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Progress: 100.0% ... Training loss: 0.078 ... Validation loss: 0.152
In [13]:
plt.plot(losses['train'], label='Training loss')
plt.plot(losses['validation'], label='Validation loss')
plt.legend()
_ = plt.ylim()

检查预测结果

使用测试数据看看网络对数据建模的效果如何。如果完全错了,请确保网络中的每步都正确实现。

In [14]:
fig, ax = plt.subplots(figsize=(8,4))

mean, std = scaled_features['cnt']
predictions = network.run(test_features).T*std + mean
ax.plot(predictions[0], label='Prediction')
ax.plot((test_targets['cnt']*std + mean).values, label='Data')
ax.set_xlim(right=len(predictions))
ax.legend()

dates = pd.to_datetime(rides.ix[test_data.index]['dteday'])
dates = dates.apply(lambda d: d.strftime('%b %d'))
ax.set_xticks(np.arange(len(dates))[12::24])
_ = ax.set_xticklabels(dates[12::24], rotation=45)
C:\Users\KevinRuan\AppData\Local\conda\conda\envs\flappybird\lib\site-packages\ipykernel_launcher.py:10: DeprecationWarning: 
.ix is deprecated. Please use
.loc for label based indexing or
.iloc for positional indexing

See the documentation here:
http://pandas.pydata.org/pandas-docs/stable/indexing.html#ix-indexer-is-deprecated
  # Remove the CWD from sys.path while we load stuff.

可选:思考下你的结果(我们不会评估这道题的答案)

请针对你的结果回答以下问题。模型对数据的预测效果如何?哪里出现问题了?为何出现问题呢?

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请将你的答案填写在下方

设置迭代次数为2000,learn_rate = 1, hidden_node节点数为13时,训练误差为0.078,验证误差为0.152,均在0.2以下,模型对数据的预测很好。

原来迭代次数为100,迭代次数太低,无法收敛。 原来隐藏层的节点数为2,无法收敛。 原来的学习率为0.1,除以128后,仅为0.001左右,收敛太慢。 通过反复调整迭代次数,隐藏层的节点数和学习率,使得模型得到优化,满足要求。